<?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[How to Invest with AI: Release Notes]]></title><description><![CDATA[You will find all The Weng Lab's skills, agents, and prompt update release notes here.]]></description><link>https://thewenglab.substack.com/s/release-notes</link><image><url>https://substackcdn.com/image/fetch/$s_!nO1P!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5f5338b-1830-4a6f-8363-ebdf8a081d29_1080x1080.png</url><title>How to Invest with AI: Release Notes</title><link>https://thewenglab.substack.com/s/release-notes</link></image><generator>Substack</generator><lastBuildDate>Wed, 19 Aug 2026 00:01:05 GMT</lastBuildDate><atom:link href="https://thewenglab.substack.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Weng Honn]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[thewenglab@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[thewenglab@substack.com]]></itunes:email><itunes:name><![CDATA[Weng Honn]]></itunes:name></itunes:owner><itunes:author><![CDATA[Weng Honn]]></itunes:author><googleplay:owner><![CDATA[thewenglab@substack.com]]></googleplay:owner><googleplay:email><![CDATA[thewenglab@substack.com]]></googleplay:email><googleplay:author><![CDATA[Weng Honn]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Change Log 7/8/2026 ]]></title><description><![CDATA[More accurate data , AI Spillover and 4 Legends make better investment decisions.]]></description><link>https://thewenglab.substack.com/p/change-log-782026</link><guid isPermaLink="false">https://thewenglab.substack.com/p/change-log-782026</guid><dc:creator><![CDATA[Weng Honn]]></dc:creator><pubDate>Fri, 07 Aug 2026 13:53:06 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!0JPf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>&#128075; Hey there, I&#8217;m Weng. Each week, I tackle reader questions about AI stock analysis, investing tools, and building wealth without the hype. For more:</p><p> <em><strong><a href="https://thewenglab.substack.com/s/wengaiagent">AI Agent&amp; Skills</a> | <a href="https://thewenglab.substack.com/s/portfolio-reveal">Portfolio Reveal</a></strong><a href="https://thewenglab.substack.com/s/portfolio-reveal"> </a><strong>| <a href="https://thewenglab.substack.com/subscribe"> Premium</a></strong></em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!0JPf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!0JPf!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!0JPf!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!0JPf!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!0JPf!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!0JPf!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png" width="1456" height="819" 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srcset="https://substackcdn.com/image/fetch/$s_!0JPf!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!0JPf!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!0JPf!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!0JPf!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd31190ec-7397-45f3-bbcd-fd525a1a3ddd_1920x1080.png 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 aria-hidden="true" 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><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><h2><strong>Fix 1 :  Ai spill over Map</strong></h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!77_V!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!77_V!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 424w, https://substackcdn.com/image/fetch/$s_!77_V!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 848w, https://substackcdn.com/image/fetch/$s_!77_V!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 1272w, https://substackcdn.com/image/fetch/$s_!77_V!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!77_V!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png" width="1456" height="836" 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srcset="https://substackcdn.com/image/fetch/$s_!77_V!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 424w, https://substackcdn.com/image/fetch/$s_!77_V!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 848w, https://substackcdn.com/image/fetch/$s_!77_V!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.png 1272w, https://substackcdn.com/image/fetch/$s_!77_V!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e9b9a1a-1292-4c60-b22d-53cbd5927b35_2053x1179.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 aria-hidden="true" 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><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><strong>What&#8217;s inside ai-spillover-map</strong></p><p> It packs three things: (1) instructions/rules, (2) an embedded &#8220;stock universe&#8221; of ~110 tickers grouped into 11 sectors + a Bottleneck node, and (3) a full dark-theme HTML/SVG template with the rendering JavaScript baked in.</p><p>When triggered (&#8221;generate AI spillover map&#8221;, &#8220;refresh the AI map&#8221;, etc.), it runs a 4-step workflow:</p><ol><li><p><strong>Fetch every price live</strong> via web search at trigger time &#8212; the embedded prices are treated as stale placeholders and never reused. Each price must pass three checks before earning a &#10003; badge: split/reverse-split check, market-cap sanity gate (price &#215; shares &#8776; market cap), and 52-week range plausibility. Anything it can&#8217;t confirm gets a visible <code>&#9888; UNVERIFIED</code> tag.</p></li><li><p><strong>Assemble branch data</strong> &#8212; apply fresh prices/targets, compute upside %.</p></li><li><p><strong>Build &amp; save the HTML</strong> &#8212; a radial mind map with 12 ring nodes (11 sectors: chips, memory/packaging, models, cloud, servers, optical, power, cooling, DC REITs, cybersecurity, Malaysia/Bursa &#8212; plus a Bottleneck Tracker node), a timestamp line, and a financial disclaimer.</p></li><li><p><strong>Present</strong> the file with the fetch timestamp and usage notes.</p></li></ol><p><strong>What problem it solves</strong></p><p>It turns weeks of &#8220;who benefits across the whole AI supply chain, and what do they cost right now&#8221; into one shareable, always-current visual. It maps the full value chain (direct chips &#8594; indirect power/cooling &#8594; regional Bursa plays), tracks <em>where the bottleneck is migrating</em> (HBM/CoWoS now &#8594; power/grid next &#8594; cooling &#8594; transmission) so you can position one node ahead, and enforces price honesty with live verification + a &#8220;not real-time, not advice&#8221; disclaimer.</p><p><strong>If you didn&#8217;t have it</strong></p><p>You&#8217;d rebuild the whole thing by hand each time: manually list ~110 tickers, look up each price and target one by one, catch split distortions yourself, hand-code an SVG mind map, and remember to stamp a timestamp and disclaimer. In practice most people would skip verification and end up with a static map full of stale, split-distorted prices &#8212; which is exactly the failure mode this skill is built to prevent.</p><h2>Fix 2: 4 Legend Analysis</h2><p><strong>What the 4-Legend-Investor skill does</strong></p><p>It runs any stock through four legendary investor &#8220;brains&#8221; independently &#8212; Warren Buffett (business quality and moat), Ray Dalio (macro cycle and regime fit), Mohnish Pabrai (downside-first, asymmetric bet), and John Templeton (cheap-but-real growth near maximum pessimism) &#8212; then consolidates the four verdicts into one call: STRONG BUY / BUY / HOLD / PASS / INSUFFICIENT DATA. Before any lens runs, it first classifies the business into one of nine types (traditional, growth tech, fintech, commodity, crypto, biotech, conglomerate, REIT, bank/insurer) so it measures the right things &#8212; FFO for REITs, capital ratios for banks, rate-sensitivity for stablecoins, and so on. Every figure is date-stamped and two-source verified, all math is computed in code rather than guessed, missing data is flagged instead of filled in, and each run ends with a plain-English &#8220;Bottom Line&#8221; a non-analyst can read in 30 seconds.</p><p><strong>The problem it solves</strong></p><p>Most retail investors judge a stock through one lens &#8212; usually a story they already like &#8212; using unverified numbers pulled from memory or a headline, and rarely stress-test the downside. This skill forces a disciplined, multi-angle process: four different philosophies, a business-type match, verified sourcing, real arithmetic, and an honest &#8220;I can&#8217;t call this yet&#8221; when the data isn&#8217;t there.</p><p><strong>What happens if an investor doesn&#8217;t use it</strong></p><p>They tend to fall into the usual traps: buying a cheap-looking stock that&#8217;s actually a value trap, applying the wrong yardstick to the wrong business (P/E on a REIT, owner-earnings on a pre-profit crypto firm), anchoring on a single flattering narrative while ignoring macro or balance-sheet risk, trusting round numbers that were never verified, and skipping the downside math &#8212; so a loss that looked &#8220;unlucky&#8221; was really just an un-run checklist. In short, without it the decision rests on conviction and vibes; with it, the decision rests on a repeatable, evidence-checked process.</p><p>Click below to download the latest version of Ai spill over and 4 legend analyst </p>
      <p>
          <a href="https://thewenglab.substack.com/p/change-log-782026">
              Read more
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   ]]></content:encoded></item><item><title><![CDATA[Change Log 8/7/2026 ]]></title><description><![CDATA[Ai spill over ,100 Wall Street analyst skills]]></description><link>https://thewenglab.substack.com/p/change-log-872026</link><guid isPermaLink="false">https://thewenglab.substack.com/p/change-log-872026</guid><dc:creator><![CDATA[Weng Honn]]></dc:creator><pubDate>Wed, 08 Jul 2026 07:15:36 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!GWQ_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>&#128075; Hey there, I&#8217;m Weng. Each week, I tackle reader questions about AI stock analysis, investing tools, and building wealth without the hype. For more:</p><p> <em><strong><a href="https://thewenglab.substack.com/s/wengaiagent">AI Agent&amp; Skills</a> | <a href="https://thewenglab.substack.com/s/portfolio-reveal">Portfolio Reveal</a></strong><a href="https://thewenglab.substack.com/s/portfolio-reveal"> </a><strong>| <a href="https://thewenglab.substack.com/subscribe"> Premium</a></strong></em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!GWQ_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!GWQ_!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!GWQ_!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!GWQ_!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!GWQ_!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 1456w" sizes="100vw"><img 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srcset="https://substackcdn.com/image/fetch/$s_!GWQ_!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!GWQ_!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!GWQ_!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!GWQ_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73cfbc24-7f3a-4fb6-b0a2-dde8eec77ed5_1920x1080.png 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 aria-hidden="true" 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><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>We received a few inquiries saying they were not able to install the AI Spillover skill and the 10 Wall Street Analyst plugin (100 skills). I have revised it and it should be fixed now. Below is the latest file , I have tested everything to make sure it works.</p><h2><strong>This post is for paid subscribers</strong></h2><p>Click below and Download all these updated skills and plugins.</p>
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   ]]></content:encoded></item><item><title><![CDATA[Change Log 4/7/2026]]></title><description><![CDATA[3 legends , Ai spill over , Emotion gate.]]></description><link>https://thewenglab.substack.com/p/change-log-472026</link><guid isPermaLink="false">https://thewenglab.substack.com/p/change-log-472026</guid><dc:creator><![CDATA[Weng Honn]]></dc:creator><pubDate>Sat, 04 Jul 2026 06:43:50 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!t9iT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>&#128075; Hey there, I&#8217;m Weng. Each week, I tackle reader questions about AI stock analysis, investing tools, and building wealth without the hype. For more:</p><p> <em><strong><a href="https://thewenglab.substack.com/s/wengaiagent">AI Agent&amp; Skills</a> | <a href="https://thewenglab.substack.com/s/portfolio-reveal">Portfolio Reveal</a></strong><a href="https://thewenglab.substack.com/s/portfolio-reveal"> </a><strong>| <a href="https://thewenglab.substack.com/subscribe"> Premium</a></strong></em></p><h4><em><strong>We consistently improve all of our premium skills so that you can make every decision with a clearer head and a sharper edge.</strong></em></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!t9iT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!t9iT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png 424w, https://substackcdn.com/image/fetch/$s_!t9iT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png 848w, https://substackcdn.com/image/fetch/$s_!t9iT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png 1272w, https://substackcdn.com/image/fetch/$s_!t9iT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!t9iT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c7a3dd7-14c9-4a1c-836b-ea52b46746b8_1600x912.png" width="1456" height="830" 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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 aria-hidden="true" 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><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>We just upgraded 3 Claude skills to give you more clarity before you invest.</p><p><strong>1. 3 Legends &#8594; 4 Legends  </strong><br>Buffett, Dalio, and Pabrai now have a fourth mind at the table: John Templeton &#8212; the global bargain hunter who buys at the point of maximum pessimism. We also added forward-thinking instructions, so the analysis doesn&#8217;t just tell you what a company <em>is</em> &#8212; it tells you where it&#8217;s <em>heading</em>. </p><p><strong>2. AI Spillover Map</strong><br>Fully enhanced UI. Same ecosystem mapping &#8212; chips, cloud, power, Bursa plays &#8212; but now the visual is clean enough to actually navigate, share, and present.</p><p><strong>3. Emotion Gate (NEW)</strong><br>This one runs <em>before</em> any buy/sell/hold analysis. It&#8217;s a mandatory psychological check-in that pressure-tests whether you&#8217;re acting on research &#8212; or reacting to a hot tip, a price spike, or a headline. The analysis only starts after your head is clear.</p><p>Better minds. Better visuals. Better decisions.</p><h2>This post is for paid subscribers</h2><p>Click below and Download all 3 skills and upload to you claude .</p>
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