<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Alina Khay]]></title><description><![CDATA[Actionable insights and strategies on Financial Markets, Quantitative Finance and Machine Learning—backed by data and research.]]></description><link>https://alinakhay.com</link><image><url>https://substackcdn.com/image/fetch/$s_!NlYD!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e7bcbea-fbdf-464e-bd10-b565073245c5_608x608.png</url><title>Alina Khay</title><link>https://alinakhay.com</link></image><generator>Substack</generator><lastBuildDate>Sat, 04 Apr 2026 07:03:38 GMT</lastBuildDate><atom:link href="https://alinakhay.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Alina]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[alinakhay@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[alinakhay@substack.com]]></itunes:email><itunes:name><![CDATA[Alina Khay]]></itunes:name></itunes:owner><itunes:author><![CDATA[Alina Khay]]></itunes:author><googleplay:owner><![CDATA[alinakhay@substack.com]]></googleplay:owner><googleplay:email><![CDATA[alinakhay@substack.com]]></googleplay:email><googleplay:author><![CDATA[Alina Khay]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[10 Visualisations of Timeless Market Principles ]]></title><description><![CDATA[That will change your life forever]]></description><link>https://alinakhay.com/p/10-visualisations-of-timeless-market</link><guid isPermaLink="false">https://alinakhay.com/p/10-visualisations-of-timeless-market</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Thu, 02 Apr 2026 21:41:19 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!1c0K!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>In a world flooded with market noise, get-rich-quick schemes, and daily predictions, one truth stands above the rest:</p><div class="pullquote"><p><strong>The greatest investors don&#8217;t chase trends - they master timeless principles.</strong></p></div><p>These principles have remained unchanged for decades, even centuries. They work in bull markets and bear markets, in good economies and bad, for beginners and seasoned professionals alike. They are universal because human nature, mathematics, and the power of compounding never change.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!1c0K!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!1c0K!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 424w, https://substackcdn.com/image/fetch/$s_!1c0K!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 848w, https://substackcdn.com/image/fetch/$s_!1c0K!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 1272w, https://substackcdn.com/image/fetch/$s_!1c0K!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!1c0K!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif" width="948" height="711" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:711,&quot;width&quot;:948,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:42150,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/avif&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/192961426?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!1c0K!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 424w, https://substackcdn.com/image/fetch/$s_!1c0K!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 848w, https://substackcdn.com/image/fetch/$s_!1c0K!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 1272w, https://substackcdn.com/image/fetch/$s_!1c0K!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84a0324c-bd83-456a-9ffc-f2b6fd07e228_948x711.avif 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Here are <strong>10 powerful visualizations</strong> that make these enduring truths crystal clear. Each one is paired with a concise explanation so you can internalize it and apply it to your own financial life - starting today.</p>
      <p>
          <a href="https://alinakhay.com/p/10-visualisations-of-timeless-market">
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   ]]></content:encoded></item><item><title><![CDATA[Starting Q2 2026: Cash Gone, Yields Surging, Brent Above $100. But Have We Hit the Bottom Yet?]]></title><description><![CDATA[They Spent Their Dry Powder. Now It's Raining.]]></description><link>https://alinakhay.com/p/starting-q2-2026-cash-gone-yields</link><guid isPermaLink="false">https://alinakhay.com/p/starting-q2-2026-cash-gone-yields</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Wed, 01 Apr 2026 22:43:56 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!bR4n!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>The first quarter of 2026 is closing with a clear message: markets are on edge. After a strong 2025, the narrative has flipped. Stocks are sliding, with the S&amp;P 500 posting its worst month since September 2022. Bond yields are spiking, with the 10-year Treasury above 4.45% and volatility in fixed income at an 11-month high. Brent crude is on track for its largest monthly surge since 1990, trading well above $100 a barrel, as the Iran conflict injects a war premium directly into the inflation pipeline. The Federal Reserve, which markets were confidently pricing to cut rates through 2026, is now being repriced toward a hike later on this year. </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!bR4n!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!bR4n!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 424w, https://substackcdn.com/image/fetch/$s_!bR4n!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 848w, https://substackcdn.com/image/fetch/$s_!bR4n!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 1272w, https://substackcdn.com/image/fetch/$s_!bR4n!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!bR4n!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:187634,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/192709922?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!bR4n!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 424w, https://substackcdn.com/image/fetch/$s_!bR4n!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 848w, https://substackcdn.com/image/fetch/$s_!bR4n!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 1272w, https://substackcdn.com/image/fetch/$s_!bR4n!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa7f702c9-5047-48cd-b06d-4bd9955d1764_1800x1200.webp 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Geopolitical risk has flared exactly when investors are least prepared for it - and the reason they are least prepared is a liquidity problem that has been building quietly for years. Global investors entered this storm holding the least dry powder in a generation. </p><p>Today, I would like to break down the key signals flashing across charts and headlines right now across markets as we finished Q1 2026 and builds toward the question every investor is asking heading into the rest of the year: <em>have we hit the bottom yet?</em> </p><p></p><h2><strong>1. The Cash Is Gone: Global Investors Are &#8220;All In&#8221;</strong></h2><p>Perhaps the most alarming signal in Q1 2026 is not the oil price, nor the yield spike, nor the geopolitical flashpoint. It is a quieter number buried in J.P. Morgan&#8217;s flows data. Global non-bank investors&#8217; cash holdings, measured as a percentage of total equities, bonds, and M2, have fallen to roughly 30%: near the lowest level this century. The post-2015 downtrend has continued without interruption, carrying cash well below both the pre-Lehman average and the post-Lehman average. Investors are, in the bluntest possible sense, all in.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ff8E!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ff8E!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 424w, https://substackcdn.com/image/fetch/$s_!ff8E!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 848w, https://substackcdn.com/image/fetch/$s_!ff8E!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 1272w, https://substackcdn.com/image/fetch/$s_!ff8E!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ff8E!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp" width="530" height="475" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d5fe694b-9e25-430a-b396-774bed27e418_530x475.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:475,&quot;width&quot;:530,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:30882,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/192709922?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ff8E!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 424w, https://substackcdn.com/image/fetch/$s_!ff8E!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 848w, https://substackcdn.com/image/fetch/$s_!ff8E!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 1272w, https://substackcdn.com/image/fetch/$s_!ff8E!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd5fe694b-9e25-430a-b396-774bed27e418_530x475.webp 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>This matters not as a sentiment curiosity but as a structural liquidity problem. When dry powder is minimal, the shock-absorption capacity of the market collapses. A geopolitical escalation, a policy surprise, an earnings miss at a systemically important company - any of these, in a fully-invested market, does not encounter a wall of cash buyers waiting to deploy. It encounters margin calls. It encounters forced selling. It encounters redemption queues at funds that, like UBS last week, discover that the gap between their asset valuations and their liquidity commitments is wider than their models assumed.</p>
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   ]]></content:encoded></item><item><title><![CDATA[April 2026 Playbook: Full Macro Picture, Tactical Positions]]></title><description><![CDATA[The architecture of money is changing. Here is the macro thesis, and where the capital flows.]]></description><link>https://alinakhay.com/p/april-2026-playbook-full-macro-picture</link><guid isPermaLink="false">https://alinakhay.com/p/april-2026-playbook-full-macro-picture</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Tue, 24 Mar 2026 23:26:17 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!DmYd!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>The bond market is already breaking. Central banks are repositioning faster than at any point since the Cold War. This April month's playbook maps exactly where the money is going - and why most portfolios are on the wrong side of all of it.</p><p>There is a deal most investors have never heard of, and it is now expiring. In 1974, the United States and Saudi Arabia struck an arrangement elegant in its simplicity: Riyadh would price every barrel of oil in dollars, recycling the surplus into US Treasury securities. The flow of dollar oil revenues back into US Treasuries and dollar-denominated assets, created a self-reinforcing demand loop for American debt at suppressed yields. In return, Washington provided military protection and a stable market. The architecture that resulted gave America an extraordinary structural gift - artificial global demand for its currency, which suppressed borrowing costs, inflated asset markets, and funded decades of deficit spending. It also, quietly, suppressed the price of the one asset that competes most directly with fiat currency: gold. The petrodollar system and a subdued gold price were two sides of the same coin. One cannot unwind without the other moving.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!DmYd!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!DmYd!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 424w, https://substackcdn.com/image/fetch/$s_!DmYd!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 848w, https://substackcdn.com/image/fetch/$s_!DmYd!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!DmYd!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!DmYd!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg" width="1267" height="700" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:700,&quot;width&quot;:1267,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:238056,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/191808957?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!DmYd!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 424w, https://substackcdn.com/image/fetch/$s_!DmYd!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 848w, https://substackcdn.com/image/fetch/$s_!DmYd!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!DmYd!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F105a6f83-9e2d-41d3-9a43-0e3482fda7d1_1267x700.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>That arrangement officially lapsed in June 2024, when Saudi Arabia let the 50-year "petrodollar" agreement with the United States to expire without renewal. There was no press conference. No statement. Just silence - the kind, as one analyst put it, that precedes earthquakes. Gold, which had spent decades range-bound by the implicit ceiling of dollar confidence, has since risen more than 70% in a single year. The market noticed even if the headlines didn&#8217;t explain why.</p><div><hr></div><p>The macro picture is no longer speculative. <strong>The dollar&#8217;s share of global foreign exchange reserves has declined from 73% in 2000 to approximately 57.7% as of Q1 2025</strong> - a multi-decade low. In 2023 and 2024, central banks purchased a combined 2,082 tonnes of gold, the fastest accumulation pace since World War I, according to the World Gold Council. The top three buyers in 2024 were Poland, Turkey, and India - not rogue states, but US allies hedging against the weaponization of dollar assets that they witnessed when $300 billion of Russian reserves were immobilized overnight in 2022.</p><blockquote><p><em>&#8220;When central bankers swap their paper for metal, they are showing you exactly where they think this ends.&#8221;</em></p></blockquote><p>What is fracturing is not simply a pricing convention but a <em>recycling loop</em>. For fifty years, oil importers accumulated dollars, parked them in Treasuries, and suppressed US borrowing costs. That forced demand subsidized American deficits at rates no other sovereign could replicate. The unwinding of this loop - gradual but directional - has two compounding effects: higher US yields as the structural buyer pool contracts, and capital rotation into assets that benefit from dollar weakness. </p><p style="text-align: center;">&#10022; &#10022; &#10022;</p>
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   ]]></content:encoded></item><item><title><![CDATA[The Hidden Math Behind Every Investment You Make]]></title><description><![CDATA[And why most investors get it catastrophically wrong, with charts and frameworks.]]></description><link>https://alinakhay.com/p/the-hidden-math-behind-every-investment</link><guid isPermaLink="false">https://alinakhay.com/p/the-hidden-math-behind-every-investment</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sat, 21 Mar 2026 12:35:40 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!b_xA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>You make roughly 35,000 decisions a day. Most don&#8217;t matter. But a handful - the ones involving your portfolio, your capital allocation, your career - shape your financial future. And most people are making those decisions on vibes.</p><p>This isn&#8217;t a math lecture. No calculus, no Greek letters requiring a PhD to decode. Just 6 frameworks that, applied consistently, separate the top 5% of investors from everyone else. Once you understand them, you can&#8217;t unsee them.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!b_xA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!b_xA!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 424w, https://substackcdn.com/image/fetch/$s_!b_xA!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 848w, https://substackcdn.com/image/fetch/$s_!b_xA!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!b_xA!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!b_xA!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/aabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:562522,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/190677598?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!b_xA!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 424w, https://substackcdn.com/image/fetch/$s_!b_xA!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 848w, https://substackcdn.com/image/fetch/$s_!b_xA!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!b_xA!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faabbbfbb-3664-4de1-8a85-76f60c064bf8_1920x1280.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
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   ]]></content:encoded></item><item><title><![CDATA[The Geopolitical Shocks Playbook 2026]]></title><description><![CDATA[From WWII to Iran 2026, markets have absorbed every shock the world could deliver. Your portfolio is a different matter.]]></description><link>https://alinakhay.com/p/the-geopolitical-shocks-playbook</link><guid isPermaLink="false">https://alinakhay.com/p/the-geopolitical-shocks-playbook</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Wed, 18 Mar 2026 11:34:39 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!ZnBu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>On the last weekend of February 2026, U.S. and Israeli forces struck Iranian nuclear and military sites, sending Brent crude surging past $100 and briefly to nearly $120 per barrel, triggering gold's strongest run in years, and handing investors their sharpest market scare since early 2020. The human cost of any such conflict is immeasurable. But for those responsible for portfolios, understanding how markets behave in these moments can become the <em>most</em> crucial thing.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ZnBu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ZnBu!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 424w, https://substackcdn.com/image/fetch/$s_!ZnBu!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 848w, https://substackcdn.com/image/fetch/$s_!ZnBu!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 1272w, https://substackcdn.com/image/fetch/$s_!ZnBu!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ZnBu!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp" width="750" height="420" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:420,&quot;width&quot;:750,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:61892,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/191148092?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ZnBu!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 424w, https://substackcdn.com/image/fetch/$s_!ZnBu!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 848w, https://substackcdn.com/image/fetch/$s_!ZnBu!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 1272w, https://substackcdn.com/image/fetch/$s_!ZnBu!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F950931f6-75cd-470f-b4fc-4b77abb78e93_750x420.webp 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
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   ]]></content:encoded></item><item><title><![CDATA[A Simple Intraday Signal That Predicts Next-Day Returns]]></title><description><![CDATA[Most traders stare at the close and wonder what tomorrow holds. After years of studying market microstructure, I found that the answer has been hiding in plain sight.]]></description><link>https://alinakhay.com/p/a-simple-intraday-signal-that-predicts</link><guid isPermaLink="false">https://alinakhay.com/p/a-simple-intraday-signal-that-predicts</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sun, 15 Mar 2026 12:25:18 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!FNfw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Most traders focus on the closing price. But a growing body of academic research suggests the <em>process</em> of getting to that close &#8212; specifically what happens in the final minutes of trading &#8212; contains a powerful, exploitable signal that the next morning partially reverses.</p><p>You&#8217;ve probably sensed it. Some days the market drifts to a close and you feel something <strong>building underneath the tape, </strong>without being able to name it. Other days it surges into the bell and reverses violently the next morning. Those intuitions aren&#8217;t random &#8212; they&#8217;re reflections of a measurable, reproducible phenomenon. And today, I&#8217;m going to show you exactly how to quantify it.</p><div class="pullquote"><p><em>&#8220;The market doesn&#8217;t hide what it&#8217;s going to do. It hides it in the data most people don&#8217;t bother collecting.&#8221;</em></p></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!FNfw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!FNfw!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!FNfw!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!FNfw!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!FNfw!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!FNfw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg" width="970" height="647" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:647,&quot;width&quot;:970,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:85050,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/190457293?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!FNfw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!FNfw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!FNfw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!FNfw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F88c759d3-858c-4450-924d-bb405c5a6be3_970x647.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>I&#8217;ve spent years studying market microstructure. I&#8217;ve read the academic literature, run the backtests, and traded the signals live. What I&#8217;m sharing here isn&#8217;t theory dressed up as practice &#8212; it&#8217;s a specific, implementable signal that has held up across 15 years of equity market data, through bull markets, bear markets, and everything in between.</p>
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      </p>
   ]]></content:encoded></item><item><title><![CDATA[Market Microstructure and Why You See Big Spike and Sell-Off Acceleration]]></title><description><![CDATA[Sharp spikes upward and sell-off accelerations downward often stem from options positioning and mechanical hedging flows, extending beyond mere news or fundamentals.]]></description><link>https://alinakhay.com/p/market-microstructure-and-why-you</link><guid isPermaLink="false">https://alinakhay.com/p/market-microstructure-and-why-you</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Tue, 10 Mar 2026 20:41:14 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!MBtD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>A few days back, WTI crude shot up from $90 to nearly $119 in just hours - wild, right? Then it crashed all the way down near $83 just as fast. That&#8217;s a swing of more than 30%, and if you&#8217;re searching for a reasonable news headline  to explain that kind of whiplash, you won&#8217;t find one. At the same time, the S&amp;P 500 keeps oscillating in a tight channel between 6,600 and 7,000. But every time it gets close to big levels like 7,000 or dips back to 6,800, the rally either fizzles out or the market gets hammered by waves of selling, all thanks to dealer hedging and these invisible &#8220;gamma walls.&#8221;</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!MBtD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!MBtD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!MBtD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!MBtD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!MBtD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!MBtD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg" width="970" height="647" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:647,&quot;width&quot;:970,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:292827,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/190496111?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!MBtD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!MBtD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!MBtD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!MBtD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F09149c76-2d59-4af4-bb27-80dae3019d16_970x647.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h3><br>The Illusion of Randomness in Market Moves</h3><p>It&#8217;s the market&#8217;s hidden engine - options flows, dealers scrambling to re-hedge, sudden gamma shifts. A small spark of momentum can blow up into a full-on surge, or a tiny wobble can turn into a stampede for the exits. If you&#8217;re just watching the news or staring at charts, the speed and violence of these moves feels totally out of nowhere. But down below, there&#8217;s a whole ecosystem at work: order flows twisting liquidity, a web of positions pushing prices around in ways that are almost mechanical.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!e1W6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!e1W6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 424w, https://substackcdn.com/image/fetch/$s_!e1W6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 848w, https://substackcdn.com/image/fetch/$s_!e1W6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 1272w, https://substackcdn.com/image/fetch/$s_!e1W6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!e1W6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png" width="1456" height="820" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:820,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:295060,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/190496111?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!e1W6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 424w, https://substackcdn.com/image/fetch/$s_!e1W6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 848w, https://substackcdn.com/image/fetch/$s_!e1W6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 1272w, https://substackcdn.com/image/fetch/$s_!e1W6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd827b36d-e1ce-4d6a-bae1-30048e8a983c_2398x1350.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>If you ignore all this, you&#8217;re basically flying blind - chasing shadows and always a step behind. But once you get it, the so-called &#8220;<strong>chaos</strong>&#8221; starts making sense. <strong>Gamma and delta hedging</strong> can turn a sleepy market into a rocket or a freefall, whether it&#8217;s oil traders rushing to cover asymmetric hedges or equity markets jammed with speculative call buyers. In this article, I am  going to break down  <strong>how all this works</strong>, with <strong>real examples</strong> from the recent oil madness. You&#8217;ll see why, time and again, market structure beats the headline - so that you can use it for your own trading in future.</p>
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   ]]></content:encoded></item><item><title><![CDATA[What Price Does Right Before It Breaks]]></title><description><![CDATA[The four most dangerous words in investing are: &#8216;This time it&#8217;s different.']]></description><link>https://alinakhay.com/p/what-price-does-right-before-it-breaks</link><guid isPermaLink="false">https://alinakhay.com/p/what-price-does-right-before-it-breaks</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sun, 08 Mar 2026 09:11:21 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!oOb7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>When almost everyone starts to agree on what&#8217;s coming next, when the story feels settled, positions pile up on the same side, and a quiet confidence spreads through the crowd - history quietly reminds us that the ground is seldom as firm as it seems.</p><p>So why do these moments of near-universal agreement so often prove brittle underneath, ready to crack under the slightest pressure?</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!oOb7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!oOb7!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!oOb7!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!oOb7!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!oOb7!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!oOb7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg" width="970" height="647" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:647,&quot;width&quot;:970,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:172406,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/189853731?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!oOb7!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!oOb7!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!oOb7!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!oOb7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06e6e5d-c1c9-4928-8f99-feacc465f6e2_970x647.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>That&#8217;s the part that actually matters, especially if you&#8217;re the one who has to live through whatever comes next, rather than just trying to guess it in advance.</p>
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   ]]></content:encoded></item><item><title><![CDATA[Oil, Gulf War, and Challenges to Petrodollar]]></title><description><![CDATA[Hormuz Strait Shutdown Fuels Oil Rally And Global Currency Shifts Loom]]></description><link>https://alinakhay.com/p/oil-gulf-war-and-challenges-to-petrodollar</link><guid isPermaLink="false">https://alinakhay.com/p/oil-gulf-war-and-challenges-to-petrodollar</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Thu, 05 Mar 2026 09:05:07 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!xMd7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>In the volatile theater of global energy markets, the Strait of Hormuz has long been a flashpoint. As of March 2026, that flashpoint has ignited into a full-blown crisis. Following joint U.S.-Israeli strikes on Iran, Tehran has retaliated by effectively closing the strait, halting nearly all tanker traffic. This narrow waterway, which funnels about 20% of the world&#8217;s oil supply, is now a de facto no-go zone, with reports of drone swarms and missile threats deterring shipping giants from Maersk to Trafigura. </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!xMd7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!xMd7!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 424w, https://substackcdn.com/image/fetch/$s_!xMd7!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 848w, https://substackcdn.com/image/fetch/$s_!xMd7!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 1272w, https://substackcdn.com/image/fetch/$s_!xMd7!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!xMd7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp" width="1232" height="923" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:923,&quot;width&quot;:1232,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:216086,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/183376921?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!xMd7!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 424w, https://substackcdn.com/image/fetch/$s_!xMd7!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 848w, https://substackcdn.com/image/fetch/$s_!xMd7!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 1272w, https://substackcdn.com/image/fetch/$s_!xMd7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3695005f-64e0-4c07-94f8-f651f88d55f1_1232x923.webp 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Oil prices have already surged, and Goldman Sachs warns that prolonged disruption could push Brent crude to $100 per barrel within weeks. But the stakes go beyond barrels - this crisis could accelerate the erosion of the <strong>petrodollar system</strong>, reforming global finance and investment landscapes.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!SwXv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!SwXv!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 424w, https://substackcdn.com/image/fetch/$s_!SwXv!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 848w, https://substackcdn.com/image/fetch/$s_!SwXv!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!SwXv!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!SwXv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg" width="1456" height="1733" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1733,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1016015,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/183376921?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!SwXv!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 424w, https://substackcdn.com/image/fetch/$s_!SwXv!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 848w, https://substackcdn.com/image/fetch/$s_!SwXv!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!SwXv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ec53851-a6e4-4004-87a6-6a978d6f25d4_2375x2827.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
      <p>
          <a href="https://alinakhay.com/p/oil-gulf-war-and-challenges-to-petrodollar">
              Read more
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   ]]></content:encoded></item><item><title><![CDATA[The Great Rotation Has Quietly Begun]]></title><description><![CDATA[Why 2026 Could Mark the Shift from Financial Engineering to Real Assets]]></description><link>https://alinakhay.com/p/the-great-rotation-has-quietly-begun</link><guid isPermaLink="false">https://alinakhay.com/p/the-great-rotation-has-quietly-begun</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Fri, 27 Feb 2026 16:26:57 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!DpSE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Something subtle but powerful is happening beneath the surface of markets.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!DpSE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!DpSE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!DpSE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!DpSE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!DpSE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!DpSE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg" width="970" height="647" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:647,&quot;width&quot;:970,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:90890,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/189365213?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!DpSE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!DpSE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!DpSE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!DpSE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92fe29f-1888-4a79-b566-7075ce3db096_970x647.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>In January 2026, U.S. M2 money supply reached <strong>$22.44 trillion</strong>, surpassing its 2022 peak and expanding roughly $1 trillion year over year. Liquidity is rising again. Not explosively like 2020 &#8212; but steadily.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!RWz1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!RWz1!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 424w, https://substackcdn.com/image/fetch/$s_!RWz1!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 848w, https://substackcdn.com/image/fetch/$s_!RWz1!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!RWz1!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!RWz1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg" width="1456" height="1456" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1456,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:306204,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/189365213?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!RWz1!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 424w, https://substackcdn.com/image/fetch/$s_!RWz1!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 848w, https://substackcdn.com/image/fetch/$s_!RWz1!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!RWz1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb23ae374-bcb0-4413-a825-62ebc9df5a65_2000x2000.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>At the same time, real assets - commodities, infrastructure, real estate - are trading at their <strong>lowest relative valuation versus financial assets in nearly a century</strong>.</p><p>Let that sink in.</p><p>Over the past four decades, financial assets dominated. Stocks and bonds outperformed everything else. Falling rates, globalization, and technology created a structural tailwind for financial engineering over physical scarcity.</p><p><strong>But today:</strong></p>
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   ]]></content:encoded></item><item><title><![CDATA[Gold’s Hidden Calendar: Trading Seasonal Cycles for Market Edge]]></title><description><![CDATA[In gold, the loudest signals&#8212;crises, rate shifts, dollar moves&#8212;often mask the quieter, persistent tide of seasonal demand that has outlasted multiple regimes.]]></description><link>https://alinakhay.com/p/golds-hidden-calendar-trading-seasonal</link><guid isPermaLink="false">https://alinakhay.com/p/golds-hidden-calendar-trading-seasonal</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Mon, 23 Feb 2026 16:04:27 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!OTpP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Gold has always functioned as a barometer of uncertainty, yet its movements are rarely random. Traders often react to geopolitics or inflation prints, only to watch positions stall for months or reverse unexpectedly. </p><p> These patterns keep coming back because gold trading is tied to the calendar -festivals, tax deadlines, cultural events, all of it feeds into physical demand. Central banks juggle their reserves around reporting dates. Miners lock in prices at certain times of year. People buy gold for weddings, gifts, holidays. Big institutions try to get ahead of these moves, and retail investors often make those swings even bigger. If you ignore seasonality, it doesn&#8217;t go away - you just end up trading straight into it.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!OTpP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!OTpP!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 424w, https://substackcdn.com/image/fetch/$s_!OTpP!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 848w, https://substackcdn.com/image/fetch/$s_!OTpP!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!OTpP!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!OTpP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg" width="1080" height="1350" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1350,&quot;width&quot;:1080,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:276468,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/188889394?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!OTpP!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 424w, https://substackcdn.com/image/fetch/$s_!OTpP!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 848w, https://substackcdn.com/image/fetch/$s_!OTpP!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!OTpP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd26f7191-31e5-4e05-b911-002bd3a39fed_1080x1350.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h3><strong>1. The Concept of Gold Seasonality</strong></h3><p>In professional commodity trading, seasonality refers to how prices tend to follow certain patterns at the same time each year. Unlike technical indicators that respond after market moves, seasonality involves factors already built into the market.<br><br>These trends are driven by predictable events&#8212;like tax deadlines, inventory adjustments, and major holidays that prompt people to buy or sell gold worldwide.<br><br>The main advantage is timing. While individual seasonal trends might seem minor, they occur at different times, so their signals rarely overlap. When you combine them, you get a series of <strong>return windows</strong> that help smooth out your portfolio&#8217;s performance without increasing risk.<br><br><strong>Seasonality is essentially the market&#8217;s internal clock</strong>. There are periods when you can rely on steady, predictable demand to shift the balance, causing gold prices to move in a more controlled, orderly fashion instead of just random swings.</p>
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   ]]></content:encoded></item><item><title><![CDATA[Why 80% of Daily Price Movement Happens for the Same Three Reasons]]></title><description><![CDATA[Headlines Change. Constraints Don&#8217;t.]]></description><link>https://alinakhay.com/p/why-80-of-daily-price-movement-happens</link><guid isPermaLink="false">https://alinakhay.com/p/why-80-of-daily-price-movement-happens</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Mon, 16 Feb 2026 17:01:27 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!bEMF!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Prices don&#8217;t jump because something &#8220;new&#8221; happened.<br>They move because existing positions, expectations, and constraints were forced to update&#8212;often in predictable ways.</p><p>After years of studying intraday data across equities, indices, and commodities, one pattern keeps resurfacing:<br><strong>the majority of daily price movement comes from the same three forces, repeating under different headlines.</strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!bEMF!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!bEMF!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!bEMF!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!bEMF!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!bEMF!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!bEMF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg" width="970" height="647" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:647,&quot;width&quot;:970,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:93773,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/186803392?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!bEMF!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 424w, https://substackcdn.com/image/fetch/$s_!bEMF!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 848w, https://substackcdn.com/image/fetch/$s_!bEMF!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!bEMF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff35f81be-3319-4114-9f91-d305a9ac5717_970x647.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h3>Context &amp; Intuition</h3><p>Spend enough years in front of a trading screen and you start to feel gaslit.<br>Prices whip around. Narratives shift by the hour. Everyone seems to have a reason <em><strong>after</strong></em> the move.</p><p>It&#8217;s tempting to believe markets are chaotic&#8212;an emotional casino driven by vibes, tweets, and the occasional big macro economic shock.</p><p>But if you zoom out, the whole thing looks different.</p><p>Modern markets are not dominated by discretionary opinions. They are shaped by <strong>mandated behavior</strong>. Trillions sit in passive vehicles. Institutions operate under benchmarks, volatility targets, and capital constraints. Options volume has exploded, compressing time and amplifying feedback loops.  Retail traders bring extra noise, but the real force comes from the structure of the system.</p><p>Think of it like traffic. Accidents make headlines. But congestion usually comes from the same places: merges, bottlenecks, and rush-hour flows. Markets behave the same way. The drama is visible; the plumbing is not.</p><p>After years working across tick-level data, volatility regimes, and cross-asset behavior, one pattern keeps repeating:<br><strong>Most daily market movement can be explained by a few structural forces at work, day in and day out.</strong></p>
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   ]]></content:encoded></item><item><title><![CDATA[When Money Has to Choose]]></title><description><![CDATA[AI Capex and the First Real Scarcity Market in a Decade]]></description><link>https://alinakhay.com/p/when-money-has-to-choose</link><guid isPermaLink="false">https://alinakhay.com/p/when-money-has-to-choose</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sun, 08 Feb 2026 17:53:09 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!ICcI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Markets didn&#8217;t rise for ten years because ideas were brilliant.<br>They rose because money was cheap, plentiful, and bored.</p><p>Now money is busy&#8212;and suddenly, everything else looks expensive.</p><div><hr></div><h2>How it started</h2><p>The post-2010 market regime trained investors to believe capital would never run out. If something didn&#8217;t work, funding would eventually arrive. Valuations got silly? Liquidity would soften the landing. Productivity slipped? A good story could cover the gap.</p><p>That world was built on an unusually capital-light engine.</p><p>Web 2.0 and SaaS thrived on talent, code, and smart distribution - not heavy industry or big balance sheets. After you built the software, scaling up was cheap. Cash piled up faster than companies could put it to real use, so it drifted into long-term stocks, private investments, and wild bets. Money was idle.<br><br>AI changed everything.</p><p>This cycle does not monetize ideas first and infrastructure later. It reverses the order. Intelligence now requires compute, energy, memory, fabrication capacity, and physical redundancy&#8212;paid for upfront, at scale, and continuously. Every incremental unit of progress consumes real capital before it produces cash flow.</p><p>Now, it&#8217;s not software eating the world on the cheap. It&#8217;s infrastructure, and it wants payment up front. And when money&#8217;s no longer lying around with nothing to do, markets don&#8217;t all go up together anymore.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ICcI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ICcI!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 424w, https://substackcdn.com/image/fetch/$s_!ICcI!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 848w, https://substackcdn.com/image/fetch/$s_!ICcI!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 1272w, https://substackcdn.com/image/fetch/$s_!ICcI!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ICcI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp" width="800" height="600" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:600,&quot;width&quot;:800,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:76062,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/187301485?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ICcI!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 424w, https://substackcdn.com/image/fetch/$s_!ICcI!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 848w, https://substackcdn.com/image/fetch/$s_!ICcI!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 1272w, https://substackcdn.com/image/fetch/$s_!ICcI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F25056663-25f0-4b71-b470-85d9e5c290a4_800x600.webp 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h2>How Money Actually Moves</h2>
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   ]]></content:encoded></item><item><title><![CDATA[How I Read Market Intent: Three Setups I Trade When It Matters]]></title><description><![CDATA[Seen Through Recent Gold and Silver Price Action.]]></description><link>https://alinakhay.com/p/how-i-read-market-intent-three-setups</link><guid isPermaLink="false">https://alinakhay.com/p/how-i-read-market-intent-three-setups</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Wed, 28 Jan 2026 20:49:04 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!l6yv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Quantitative investing is often portrayed as layers of complex models, machine learning, and terabytes of data&#8212;but in practice, I&#8217;ve found a lot of the time, <strong>simpler is smarter</strong>. After years of grinding through markets, backtests, and drawdowns, I&#8217;ve narrowed my edge to <strong>three high-probability setups</strong>. These account for roughly <strong>80% of my profits</strong>, in line with the Pareto principle. </p><p>Right now, gold (XAU/USD) and silver (XAG/USD) provide textbook examples. Gold has surged past $5,100 (hitting all-time highs near $5,111 recently), while silver has exploded above $110&#8211;$113 in parabolic fashion&#8212;fueled by safe-haven demand, trade tensions, central-bank buying, and chronic supply deficits. Here&#8217;s how I spot and trade each setup, with fresh 2026 examples.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!l6yv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!l6yv!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 424w, https://substackcdn.com/image/fetch/$s_!l6yv!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 848w, https://substackcdn.com/image/fetch/$s_!l6yv!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!l6yv!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!l6yv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg" width="1266" height="685" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:685,&quot;width&quot;:1266,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:507866,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/185944272?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!l6yv!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 424w, https://substackcdn.com/image/fetch/$s_!l6yv!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 848w, https://substackcdn.com/image/fetch/$s_!l6yv!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!l6yv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F690b016c-b746-4c2b-9699-b25ac65ebd88_1266x685.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
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   ]]></content:encoded></item><item><title><![CDATA[Silver’s Price Appreciation ]]></title><description><![CDATA[Paper promises evaporate when physical reality demands its due.]]></description><link>https://alinakhay.com/p/silvers-price-appreciation</link><guid isPermaLink="false">https://alinakhay.com/p/silvers-price-appreciation</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Mon, 26 Jan 2026 23:31:07 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!wUQX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>For a long time, the silver market ran on an unspoken understanding: very few people actually wanted to take delivery of the metal. What they wanted was exposure - futures contracts, a way to bet on silver&#8217;s price without the logistics of dealing with physical bars. Inventories at big exchanges like COMEX were just proof the metal existed somewhere, not that it would ever be moved. The whole system operated on routine and, frankly, a bit of complacency.</p><p><strong>That&#8217;s changed.</strong></p><p>Just look at what happened this month, at the beginning of 2026. In a single week, traders withdrew about 33 million ounces of silver from COMEX&#8217;s registered stockpiles&#8212;over a quarter of what was there. But the real story isn&#8217;t just the amount but the urgency whats striking. Holders of March futures actually paid extra to shift their contracts to January, just to secure faster access to the metal. This wasn&#8217;t about chasing yield or quick arbitrage. They wanted actual silver, immediately.</p><p>Moves like that point to a structural shift&#8212;not runaway speculation.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!wUQX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!wUQX!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 424w, https://substackcdn.com/image/fetch/$s_!wUQX!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 848w, https://substackcdn.com/image/fetch/$s_!wUQX!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!wUQX!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!wUQX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg" width="612" height="407" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:407,&quot;width&quot;:612,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:43440,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/185901130?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!wUQX!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 424w, https://substackcdn.com/image/fetch/$s_!wUQX!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 848w, https://substackcdn.com/image/fetch/$s_!wUQX!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!wUQX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39f1bade-0453-4220-a08c-a541cf849fc7_612x407.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h3>When Paper Stops Meeting Demand</h3><p>Futures markets work because everyone trusts they&#8217;ll have the choice&#8212;not the obligation&#8212;to take delivery. But when buyers start insisting on taking physical metal now instead of rolling contracts forward, pricing dynamics change.</p><p>Silver is now in backwardation. In simple terms: the spot price is higher than future delivery prices. This isn&#8217;t a sign of bullish sentiment. It means there&#8217;s a shortage of metal available now, and buyers are willing to pay up for certainty. That&#8217;s unusual for silver. When it happens, it tends to signal a major move&#8212;like the jump to $49 in 2011. This time, the squeeze is about tight physical supply, not just nerves.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!e5W9!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!e5W9!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 424w, https://substackcdn.com/image/fetch/$s_!e5W9!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 848w, https://substackcdn.com/image/fetch/$s_!e5W9!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!e5W9!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!e5W9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg" width="800" height="616" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:616,&quot;width&quot;:800,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:73962,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/185901130?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!e5W9!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 424w, https://substackcdn.com/image/fetch/$s_!e5W9!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 848w, https://substackcdn.com/image/fetch/$s_!e5W9!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!e5W9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F12618fb1-cd20-4307-bd88-c3b8d706e361_800x616.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h3><strong>China Locks Up Its Silver</strong></h3><p>In January 2026, China changed the game. They reclassified silver as a strategic material. Now, only 44 firms are allowed to export, and these companies need serious refining capacity and large credit lines (think $30 million or more). This is critical because China supplies about two-thirds of the world&#8217;s refined silver. By restricting exports, Beijing isn&#8217;t just reacting to short-term volatility&#8212;they&#8217;re signaling a long-term policy shift that won&#8217;t be undone easily.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!QoN7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!QoN7!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 424w, https://substackcdn.com/image/fetch/$s_!QoN7!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 848w, https://substackcdn.com/image/fetch/$s_!QoN7!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!QoN7!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!QoN7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg" width="1200" height="628" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:628,&quot;width&quot;:1200,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:128405,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/185901130?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!QoN7!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 424w, https://substackcdn.com/image/fetch/$s_!QoN7!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 848w, https://substackcdn.com/image/fetch/$s_!QoN7!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!QoN7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f3120d6-a84d-453a-99ab-b54af3855fd6_1200x628.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h3>Physical and Paper Markets Diverge</h3><p>Prices aren&#8217;t matching up globally anymore. Physical silver commands a strong premium over &#8220;paper&#8221; prices in key hubs:</p><ul><li><p><strong>Shanghai:</strong> 12&#8211;13% higher than Western benchmarks</p></li><li><p><strong>Dubai:</strong> premiums up to 40%</p></li><li><p><strong>Japan:</strong> secondary market premiums near 60%</p></li></ul><p>Meanwhile, on COMEX, there are still hundreds of paper claims per actual ounce&#8212;about 356 to 1. That kind of leverage worked as long as no one asked for delivery. Now, with demand for physical metal surging, the foundation is looking shaky.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!uB3V!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!uB3V!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 424w, https://substackcdn.com/image/fetch/$s_!uB3V!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 848w, https://substackcdn.com/image/fetch/$s_!uB3V!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 1272w, https://substackcdn.com/image/fetch/$s_!uB3V!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!uB3V!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png" width="1024" height="408" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:408,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:198056,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/185901130?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!uB3V!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 424w, https://substackcdn.com/image/fetch/$s_!uB3V!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 848w, https://substackcdn.com/image/fetch/$s_!uB3V!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 1272w, https://substackcdn.com/image/fetch/$s_!uB3V!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F82ce10c3-3f6a-4789-8b81-e0ca3c24ee02_1024x408.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h3>A Persistent Supply Deficit</h3><p>Silver has trailed demand for five years running. The shortfall is roughly 820 million ounces since 2021&#8212;almost a full year&#8217;s global mine output. And don&#8217;t expect higher prices to fix this overnight. Most silver is mined as a byproduct of extracting other metals like copper or gold. Those miners aren&#8217;t increasing output just because silver&#8217;s price is up.</p><p>So even if the price jumps, supply creeps.</p><div id="youtube2-muoincgvoig" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;muoincgvoig&quot;,&quot;startTime&quot;:&quot;76s&quot;,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/muoincgvoig?start=76s&amp;rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><h3>Industrial Demand Isn&#8217;t Going Anywhere</h3><p>Silver isn&#8217;t gold. People don&#8217;t just stash it away for the future. Close to 60% of silver demand is industrial&#8212;solar panels, EVs, semiconductors, data centers. These are essentials. Manufacturers don&#8217;t hit pause because silver gets pricey. They pay up and keep moving. That&#8217;s why silver&#8217;s price can spike so quickly: investment demand can surge if confidence in money falters, industrial demand stays solid, and supply can&#8217;t catch up. The only real answer is for prices to reset higher.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!UGzu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!UGzu!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 424w, https://substackcdn.com/image/fetch/$s_!UGzu!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 848w, https://substackcdn.com/image/fetch/$s_!UGzu!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!UGzu!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!UGzu!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg" width="1456" height="609" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:609,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:105238,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/185901130?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!UGzu!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 424w, https://substackcdn.com/image/fetch/$s_!UGzu!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 848w, https://substackcdn.com/image/fetch/$s_!UGzu!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!UGzu!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ba7f9ae-1a4e-42c6-b217-10467bee0102_1568x656.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h3><strong>The Gold-Silver Ratio: Basic Calculation</strong></h3><p>Check the gold-to-silver ratio&#8212;it&#8217;s dropped from over 100:1 to around 50:1, and sometimes even tighter. History shows this ratio can fall to 15&#8211;20:1 when things truly rebalance. If gold stays firm and silver gets harder to find, the math alone drives silver&#8217;s price much higher. This isn&#8217;t speculation&#8212;it&#8217;s straightforward calculation.</p><p></p><h3>Silver&#8217;s New Landscape</h3><p>Right now, silver serves many roles:</p><ol><li><p>It&#8217;s a core industrial material, and that demand isn&#8217;t fading.</p></li><li><p>It&#8217;s a monetary asset, especially when trust in the system wavers.</p></li><li><p>And now, it&#8217;s a strategic commodity&#8212;just look at China.</p></li></ol><p>The silver market&#8217;s structure has changed. And thats the new reality.</p>]]></content:encoded></item><item><title><![CDATA[The Quiet Hours: Where Real Risk-Adjusted Returns Are Made]]></title><description><![CDATA[Noise is expensive. Silence is profitable.]]></description><link>https://alinakhay.com/p/the-quiet-hours-where-real-risk-adjusted</link><guid isPermaLink="false">https://alinakhay.com/p/the-quiet-hours-where-real-risk-adjusted</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sat, 17 Jan 2026 22:34:03 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!gXOD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Ever check your trading app first thing in the morning and notice the market&#8217;s making big moves while most people are still asleep? In quantitative investing, those quieter times when retail traders aren&#8217;t paying much attention - can actually open up some pretty interesting opportunities. </p><p>And it is not about jumping on the latest headline. It&#8217;s about figuring out how the big players and structured trading strategies affect the market when things slow down.<br><br>Here, I&#8217;ll break down a strategy that combines Institutional participants dynamics with the market&#8217;s persistent patterns. The goal is to make you aware of the smarter moves during these low-key periods, without having to babysit your screen all day.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!gXOD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!gXOD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 424w, https://substackcdn.com/image/fetch/$s_!gXOD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 848w, https://substackcdn.com/image/fetch/$s_!gXOD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!gXOD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!gXOD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1164886,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/184876818?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!gXOD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 424w, https://substackcdn.com/image/fetch/$s_!gXOD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 848w, https://substackcdn.com/image/fetch/$s_!gXOD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!gXOD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6091d590-9f0f-46ef-9a6b-4c88635838ab_4924x3283.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
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      </p>
   ]]></content:encoded></item><item><title><![CDATA[The Anti-Quant Guide: 5 Smart Ways to Make AI Your Private Trading Oracle Without Typing Code]]></title><description><![CDATA[Edge is intelligence multiplied by velocity. And velocity, these days, has a chat window.]]></description><link>https://alinakhay.com/p/the-anti-quant-guide-5-sneaky-ways</link><guid isPermaLink="false">https://alinakhay.com/p/the-anti-quant-guide-5-sneaky-ways</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Mon, 12 Jan 2026 13:15:29 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!e5YB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Monday of January 2026. The screens glowed with numbers that almost didn&#8217;t feel real. Just last Friday, the S&amp;P 500 hit a new high&#8212;6,966. Not long ago, numbers like that seemed out of reach. The week had been quietly confident, shaped by softer jobs data that kept everyone hoping for rate cuts. Meanwhile, copper shot past $13,000 a tonne on the LME. A few months before, people would&#8217;ve laughed at that price. But relentless demand from AI infrastructure, electrification, and new geopolitical supply scares pushed it there.<br><br>Markets don&#8217;t stop and announce when they&#8217;re changing direction. They just speed up, and if you&#8217;re still busy dissecting yesterday&#8217;s headlines, you get left behind. For pros and serious private investors, the real edge isn&#8217;t having more data. We all see the same feeds. The difference is how fast and sharply you can pull real signals out of the growing noise.<br><br>Over the last year and a half, I&#8217;ve made conversational large language models part of my daily process. At first, it was just a small boost. Now I can run through different market scenarios, and connect signals that used to seem unrelated. What used to take hours now takes minutes.<br><br>This piece lays out the framework I use myself: 5 specific, reliable ways I blend technicals, fundamentals and macro trends data.<br>If you manage capital professionally, this will challenge and refine your approach.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!e5YB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!e5YB!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 424w, https://substackcdn.com/image/fetch/$s_!e5YB!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 848w, https://substackcdn.com/image/fetch/$s_!e5YB!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!e5YB!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!e5YB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg" width="1050" height="700" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:700,&quot;width&quot;:1050,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:61800,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/184222766?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!e5YB!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 424w, https://substackcdn.com/image/fetch/$s_!e5YB!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 848w, https://substackcdn.com/image/fetch/$s_!e5YB!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!e5YB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2551ff73-ff61-411a-a0db-3fa8fe7f97cc_1050x700.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
      <p>
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   ]]></content:encoded></item><item><title><![CDATA[A Strategic Guide to Surviving and Thriving in Systemic Risk Scenarios]]></title><description><![CDATA[Risk is what's left when you think you've thought of everything&#8212;turns out, the market always has one more joke up its sleeve.]]></description><link>https://alinakhay.com/p/a-strategic-guide-to-surviving-and</link><guid isPermaLink="false">https://alinakhay.com/p/a-strategic-guide-to-surviving-and</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Fri, 09 Jan 2026 11:07:43 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!3SjI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Imagine it&#8217;s early 2025. You&#8217;re a seasoned portfolio manager in London, sipping your morning coffee as you scan the headlines. The Federal Reserve has just signaled another rate hold amid stubborn inflation, but whispers of geopolitical tensions&#8212;escalating trade wars and a surprise offensive in Syria&#8212;ripple through the markets. Suddenly, U.S. 10-year Treasury yields spike from 4% to 5.5% in a matter of days, echoing the chaos of 2022 but amplified by stretched asset valuations warned about in the IMF&#8217;s Global Financial Stability Report. Your screen <strong>flashes red</strong>: equities plunge, credit spreads balloon, and the dollar swings wildly. This isn&#8217;t just a dip. We&#8217;re watching a real-time mess where central banks can&#8217;t keep control, and the whole economic system you counted on falls apart fast.</p><p>Stories like this aren&#8217;t made up. It&#8217;s happened before&#8212;just look at 2008. Things kicked off with bad mortgages, and before anyone could blink, credit froze and the whole world&#8217;s economy took a hit. Fast-forward to 2023&#8217;s Silicon Valley Bank collapse, and suddenly everyone remembered how fragile the system is when banks can&#8217;t cover withdrawals. These scenarios, rare but devastating, expose the vulnerabilities in our interconnected financial system: unanchored inflation, currency collapses, or policy impotence in stagflationary environments.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!3SjI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!3SjI!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 424w, https://substackcdn.com/image/fetch/$s_!3SjI!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 848w, https://substackcdn.com/image/fetch/$s_!3SjI!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!3SjI!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!3SjI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg" width="1456" height="1092" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1092,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:655542,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/183920637?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!3SjI!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 424w, https://substackcdn.com/image/fetch/$s_!3SjI!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 848w, https://substackcdn.com/image/fetch/$s_!3SjI!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!3SjI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F216f1fbe-a9a9-4a54-889b-d863ecbccbe6_2048x1536.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Here&#8217;s what most people miss. When markets tank, most investors freak out and dump their positions at the worst time. The ones who&#8217;ve got a plan and see the bigger picture turn chaos into opportunity. That&#8217;s how you build your own financial fortress.</p><p>In this article, I mix real stories with practical tips so you can respond effectively when trouble hits. We&#8217;ll dig into what systemic risks really are, smart ways to protect yourself fast, hedging moves, a few tactical strategies, how to spot early warning signs, and how to set yourself up for the long haul. By the end, you&#8217;ll have a playbook to not just survive but emerge stronger, like those who bought distressed assets post-2008 or rotated into commodities during the 2022 inflation surge.</p>
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   ]]></content:encoded></item><item><title><![CDATA[The Dollar’s 2026 Playbook: Practical Strategies for Investors]]></title><description><![CDATA[The U.S. dollar is the world&#8217;s currency. It&#8217;s not just America&#8217;s currency.]]></description><link>https://alinakhay.com/p/us-dollars-enduring-dominance-in</link><guid isPermaLink="false">https://alinakhay.com/p/us-dollars-enduring-dominance-in</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sat, 03 Jan 2026 21:00:23 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!oURT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>As we enter 2026, the U.S. dollar has just endured its sharpest annual decline in eight years, with the DXY index falling approximately 9-10% in 2025 amid narrowing interest rate differentials, fiscal uncertainties, and shifting global capital flows. Yet, despite these headwinds and ongoing discussions of de-dollarization, the latest Federal Reserve analysis reaffirms the dollar&#8217;s unchallenged preeminence in global finance&#8212;holding a stable <strong>~57% share </strong>of disclosed foreign exchange reserves and dominating international transactions, invoicing, and innovative assets like stablecoins (now exceeding $300 billion in market cap, nearly all USD-pegged). </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!oURT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!oURT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 424w, https://substackcdn.com/image/fetch/$s_!oURT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 848w, https://substackcdn.com/image/fetch/$s_!oURT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!oURT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 1456w" sizes="100vw"><img 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data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1052,&quot;width&quot;:1400,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:151885,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/183378032?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!oURT!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 424w, https://substackcdn.com/image/fetch/$s_!oURT!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 848w, https://substackcdn.com/image/fetch/$s_!oURT!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!oURT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fd3f351-20aa-4de1-abdc-c71065afc630_1400x1052.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>For investors, this opens up high-conviction opportunities even with all the uncertainty. You can build smarter currency hedging models or jump on gaps in FX valuations. In this post, I&#8217;ll break down the Fed&#8217;s 2025 Edition report, bring you up to speed with what&#8217;s happening early in 2026, and lay out clear, practical strategies you can actually use to keep your portfolio ahead.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!HsNX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!HsNX!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 424w, https://substackcdn.com/image/fetch/$s_!HsNX!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 848w, https://substackcdn.com/image/fetch/$s_!HsNX!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!HsNX!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!HsNX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg" width="1200" height="628" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:628,&quot;width&quot;:1200,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;How Dominant is the U.S. Dollar?&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="How Dominant is the U.S. Dollar?" title="How Dominant is the U.S. Dollar?" srcset="https://substackcdn.com/image/fetch/$s_!HsNX!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 424w, https://substackcdn.com/image/fetch/$s_!HsNX!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 848w, https://substackcdn.com/image/fetch/$s_!HsNX!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!HsNX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18d2518c-1667-42e0-809f-188ecce4419e_1200x628.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
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   ]]></content:encoded></item><item><title><![CDATA[The Holy Grail of Trading - Video 📺]]></title><description><![CDATA[The house edge in trading isn't in the cards&#8212;it's in how unevenly you let the wins and losses settle.]]></description><link>https://alinakhay.com/p/the-holy-grail-of-trading-video</link><guid isPermaLink="false">https://alinakhay.com/p/the-holy-grail-of-trading-video</guid><dc:creator><![CDATA[Alina Khay]]></dc:creator><pubDate>Sun, 28 Dec 2025 21:25:38 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!eqst!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>In this insightful video from trading legend,  we look at breaking down the mathematical edge that turns speculation into a consistent winner. Watch the clip embedded below as we unpack the core concepts behind positive expectancy&#8212;a true game-changer of quantitative trading.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!eqst!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!eqst!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 424w, https://substackcdn.com/image/fetch/$s_!eqst!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 848w, https://substackcdn.com/image/fetch/$s_!eqst!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!eqst!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!eqst!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:473525,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://alinakhay.com/i/182803740?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!eqst!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 424w, https://substackcdn.com/image/fetch/$s_!eqst!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 848w, https://substackcdn.com/image/fetch/$s_!eqst!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!eqst!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9298f663-9ce8-49e0-8734-b335ca4e891f_3840x2160.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>
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