<?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[Supercycle - Liquid Token Investment Research ]]></title><description><![CDATA[Research on token public markets. For Investors, by investors. ]]></description><link>https://www.supercyclepod.com</link><image><url>https://substackcdn.com/image/fetch/$s_!kw41!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba00f55e-4e40-4098-9fca-ec3f20d57b31_400x400.png</url><title>Supercycle - Liquid Token Investment Research </title><link>https://www.supercyclepod.com</link></image><generator>Substack</generator><lastBuildDate>Fri, 17 Apr 2026 21:41:33 GMT</lastBuildDate><atom:link href="https://www.supercyclepod.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Supercycle with Jack Leung]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[supercyclepod@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[supercyclepod@substack.com]]></itunes:email><itunes:name><![CDATA[Jack Leung]]></itunes:name></itunes:owner><itunes:author><![CDATA[Jack Leung]]></itunes:author><googleplay:owner><![CDATA[supercyclepod@substack.com]]></googleplay:owner><googleplay:email><![CDATA[supercyclepod@substack.com]]></googleplay:email><googleplay:author><![CDATA[Jack Leung]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[$ACX: The First Token-to-Equity Template in Crypto Goes to Vote April 2]]></title><description><![CDATA[Also: x402 hits 35M transactions, and GEODNET trades at 7x revenue with no one paying attention.]]></description><link>https://www.supercyclepod.com/p/acx-the-first-token-to-equity-template</link><guid isPermaLink="false">https://www.supercyclepod.com/p/acx-the-first-token-to-equity-template</guid><dc:creator><![CDATA[Meghan Lim]]></dc:creator><pubDate>Fri, 13 Mar 2026 07:39:10 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!TrUw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TrUw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TrUw!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!TrUw!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!TrUw!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!TrUw!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TrUw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:727596,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.supercyclepod.com/i/190739518?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!TrUw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!TrUw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!TrUw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!TrUw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F565b3cee-2637-4c1b-8cbb-d48a1696025b_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 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>THIS WEEK IN 30 SECONDS</h2><ul><li><p><strong>Across Protocol proposes DAO-to-C-corp conversion.</strong> ACX moved 85% in 24 hours, which tells you how much the market has been waiting for someone to just do this. The vote is on April 2; I think it&#8217;s the most important governance event in crypto this quarter.</p></li><li><p><strong>x402 makes stablecoins the settlement layer for AI agents.</strong> Coinbase and Cloudflare built a protocol that lets AI agents pay for things autonomously and it&#8217;s already <em>past 35 million transactions</em> with Stripe and Google adopting it. My read is that this is the first real mechanism that creates organic stablecoin demand from outside the crypto ecosystem.</p></li></ul><div><hr></div><h2>$ACX at $50mm proposes industry first token buy out and conversion to US equity</h2><p>Last March 11, Risk Labs proposed <a href="https://forum.across.to/t/the-bridge-across/2097">The Bridge Across</a>. The idea is to convert Across Protocol&#8217;s token-based DAO into a U.S. C-corporation (AcrossCo) and give holders a choice about what they want to do with their position.</p><p>ACX moved <a href="https://www.coindesk.com/markets/2026/03/12/across-s-acx-rockets-80-massively-beating-bitcoin-on-plans-to-dump-its-dao-structure">85%</a> the same day, daily volume hit $51.7M (that&#8217;s up 3,000%) and derivatives open interest jumped 950% to <a href="https://www.theblock.co/post/393192/paradigm-backed-across-protocol-acx-token-equity-exchange">$20M</a>. It&#8217;s interesting how the market understood immediately what this meant, even if most people couldn&#8217;t articulate why.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Cu_d!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Cu_d!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 424w, https://substackcdn.com/image/fetch/$s_!Cu_d!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 848w, https://substackcdn.com/image/fetch/$s_!Cu_d!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 1272w, https://substackcdn.com/image/fetch/$s_!Cu_d!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Cu_d!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png" width="1043" height="477" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:477,&quot;width&quot;:1043,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:100724,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.supercyclepod.com/i/190739518?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Cu_d!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 424w, https://substackcdn.com/image/fetch/$s_!Cu_d!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 848w, https://substackcdn.com/image/fetch/$s_!Cu_d!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.png 1272w, https://substackcdn.com/image/fetch/$s_!Cu_d!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54388c38-4fd3-4096-b253-7b0080f8e81c_1043x477.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>In my opinion, the two paths for holders are straightforward. First, you can convert your tokens 1:1 into equity. Large holders do this directly, while smaller holders go through an SPV with a minimum of around 250K ACX or roughly $10K.</p><p>Second, you can take a buyout: redeem ACX for USDC at $0.04375, which is a 25% premium to the 30-day average, with a six-month window to decide. US participants need to verify accredited investor status either way.</p><p>What I find most interesting about this is the reason it&#8217;s happening at all. The token and DAO structure was <strong>actively blocking</strong> the protocol from signing enterprise partnerships.</p><p>At some point, the team decided that the ideological cost of restructuring was lower than the commercial cost of staying the same. The protocol itself stays open and permissionless, only the business layer is changing.</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!jqe1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!jqe1!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 424w, https://substackcdn.com/image/fetch/$s_!jqe1!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 848w, https://substackcdn.com/image/fetch/$s_!jqe1!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 1272w, https://substackcdn.com/image/fetch/$s_!jqe1!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!jqe1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png" width="1456" height="250" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:250,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:166658,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.supercyclepod.com/i/190739518?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!jqe1!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 424w, https://substackcdn.com/image/fetch/$s_!jqe1!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 848w, https://substackcdn.com/image/fetch/$s_!jqe1!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 1272w, https://substackcdn.com/image/fetch/$s_!jqe1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc85b6a74-5a99-48f8-a0e8-76e7dd5e2e72_1931x331.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><em><strong>Our prediction</strong></em>: <em>3-5 enterprise-facing protocols announce token-to-equity conversions by Q3 2026, conditional on Across&#8217;s equity exchange closing by Q2 without SEC or state-level regulatory delays.</em></p><p><em><strong>What we&#8217;re watching</strong></em>: <em>April 2 vote outcome. SEC/FinCEN commentary on token-to-equity frameworks. Watch for bridge and L1 protocol announcements within 6 months.</em></p><div><hr></div><h2>x402: STABLECOINS AS THE SETTLEMENT LAYER FOR AI AGENTS</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!VKWB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!VKWB!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 424w, https://substackcdn.com/image/fetch/$s_!VKWB!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 848w, https://substackcdn.com/image/fetch/$s_!VKWB!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!VKWB!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!VKWB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg" width="680" height="514" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:514,&quot;width&quot;:680,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Image&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Image" title="Image" srcset="https://substackcdn.com/image/fetch/$s_!VKWB!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 424w, https://substackcdn.com/image/fetch/$s_!VKWB!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 848w, https://substackcdn.com/image/fetch/$s_!VKWB!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!VKWB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0fda76f3-e04c-4247-a350-085a91d39552_680x514.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>My team at <strong>Khala Research</strong> published a <a href="https://x.com/KhalaResearch/status/2031715716135542863">deep-dive infographic on x402</a>. It&#8217;s worth understanding what this protocol actually does before the broader market catches up to it.</p><p><a href="https://www.coinbase.com/blog/coinbase-and-cloudflare-will-launch-x402-foundation">Coinbase</a> and <a href="https://blog.cloudflare.com/x402/">Cloudflare</a> built <a href="https://www.x402.org/">x402</a> by reviving HTTP's 402 "Payment Required" status code, which we know is something that's been sitting unused in the internet's architecture since the 1990s. What it does now is <strong>let AI agents pay</strong> for API access, compute, and data autonomously without a human authorizing the transaction.</p><p>It launched in September 2025, and has already processed <strong>35 million transactions</strong> and <strong>$10 million in volume on Solana</strong>. Stripe supports it on Base, Google's Agent Payments Protocol incorporates it, and Cloudflare and Vercel support it natively.</p><p><strong>x402 is the first mechanism I&#8217;ve seen that creates autonomous demand for stablecoins from outside the crypto ecosystem entirely. </strong>AI agents paying for real services don&#8217;t care about crypto ideology; they just need a settlement layer that works.</p><p><em><strong>What we&#8217;re watching</strong>: Monthly USDC settlement volume via x402. Target: $500M/month by Q4 2026 to confirm structural demand shift.</em></p><div><hr></div><h2>GEODNET: $53M MARKET CAP, $7.3M ARR, 7x REVENUE</h2><p>GEODNET trades at <strong>7x revenue with a $53M market cap and $7.3M in ARR</strong>, and my read is that it&#8217;s the <em>cheapest liquid way</em> to get exposure to centimeter-level positioning infrastructure for robotics right now. </p><p>The barrier to entry is <strong>node density</strong>. GEODNET has <strong>20,000+ stations across 153 countries</strong>, and that&#8217;s genuinely hard to replicate because you can&#8217;t just raise money and build it overnight. You&#8217;d need the global hardware footprint already in place.</p><p>The cost advantage is what caught my attention when we hosted <a href="https://youtu.be/eJw9BkFRvM8?si=S-y1y5hHzG9jl7bc">Multicoin on Supercycle</a>.</p><div id="youtube2-eJw9BkFRvM8" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;eJw9BkFRvM8&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/eJw9BkFRvM8?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><p>A GEODNET consumer station costs $700, while an enterprise RTK unit costs a whopping $12,000. That&#8217;s the s<strong>ame positioning accuracy at a fraction of the price</strong> and ARR grew from $5M in Q4 2025 to $7.3M in March 2026 which tells you the end markets (like humanoid robots or autonomous vehicles) are already buying. Multicoin led with $8M of the <a href="https://www.coindesk.com/business/2025/02/25/multicoin-leads-usd8m-investment-in-gps-alternative-geodnet">$15M</a> round and their <a href="https://multicoin.capital/2025/02/25/where-are-all-the-robots/">thesis</a> is simple: GEODNET is the positioning layer for the robotics era.</p><p><em><strong>What we&#8217;re watching</strong>: Robotics adoption inflection (humanoid unit shipments exceeding production scale by Q4 2026) and ARR trajectory toward $15M.</em></p><div><hr></div><h2>TAO SUBNETS: 128 NETWORKS, $20M+ ARR, $2.3B COMBINED MCAP</h2><p>Bittensor runs <a href="https://taostats.io/subnets">128 active subnets</a> generating $20M+ annualized revenue as of March 2026. The combined subnet token market cap is $2.3B.</p><p><a href="https://x.com/haitzu/status/2031699157220733338">I wrote a summary</a> covering the major players this week. The thesis from <a href="https://research.grayscale.com/reports/bittensor-the-internet-of-ai">Fundstrat and Greyscale</a> is that decentralized AI infrastructure competes on speed. Subnets launch in <em>4 to 8 weeks</em>, compared to the 12 to 18 months it takes for VC-backed AI startups. That difference is starting to show up in the revenue numbers.</p><p>The 3 subnets I&#8217;m watching this week are <a href="https://x.com/metanova_labs">METANOVA</a>, <a href="https://x.com/yanez__ai">Yanez</a>, and <a href="https://x.com/b1m_ai">Beam</a>. What you&#8217;ll notice is all three are competing against <strong>billion-dollar incumbents</strong> at a <strong>fraction of the valuation</strong>.</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!JPSD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!JPSD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 424w, https://substackcdn.com/image/fetch/$s_!JPSD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 848w, https://substackcdn.com/image/fetch/$s_!JPSD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 1272w, https://substackcdn.com/image/fetch/$s_!JPSD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!JPSD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png" width="935" height="182" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0c373694-bd3b-4379-9255-674c1188582f_935x182.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:182,&quot;width&quot;:935,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:31686,&quot;alt&quot;:&quot;The 3 subnets I&#8217;m watching this week: Metanova, Yanez, and Beam. All are competing against billion-dollar incumbents at a fraction of the valuation.&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.supercyclepod.com/i/190739518?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="The 3 subnets I&#8217;m watching this week: Metanova, Yanez, and Beam. All are competing against billion-dollar incumbents at a fraction of the valuation." title="The 3 subnets I&#8217;m watching this week: Metanova, Yanez, and Beam. All are competing against billion-dollar incumbents at a fraction of the valuation." srcset="https://substackcdn.com/image/fetch/$s_!JPSD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 424w, https://substackcdn.com/image/fetch/$s_!JPSD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 848w, https://substackcdn.com/image/fetch/$s_!JPSD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 1272w, https://substackcdn.com/image/fetch/$s_!JPSD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c373694-bd3b-4379-9255-674c1188582f_935x182.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a><figcaption class="image-caption">The 3 subnets I&#8217;m watching this week. All are competing against billion-dollar incumbents at a fraction of the valuation.</figcaption></figure></div><p>Of the three, Yanez is the one I&#8217;d watch <strong>most closely</strong> in the near term. It's the standout subnet being only one with paying clients today, against NOVA&#8217;s 12 to 18 month validation cycle and Beam&#8217;s pre-revenue state.</p><div><hr></div><p><em>Until next week,</em></p><p><strong>Jack Leung</strong></p><p>Supercycle Podcast  &#183;  Pylon Partners</p><div><hr></div><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.supercyclepod.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">The next breakout is already building somewhere. We&#8217;ll find it first.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><p><strong>DIVE DEEPER</strong></p><p><a href="https://forum.across.to/t/the-bridge-across/2097">The Bridge Across &#8212; Across Protocol Forum</a></p><p><a href="https://www.coindesk.com/markets/2026/03/12/across-s-acx-rockets-80-massively-beating-bitcoin-on-plans-to-dump-its-dao-structure">ACX Rockets 80% on DAO-to-Corp Plans &#8212; CoinDesk</a></p><p><a href="https://www.theblock.co/post/393192/paradigm-backed-across-protocol-acx-token-equity-exchange">Paradigm-Backed Across Explores Token-to-Equity &#8212; The Block</a></p><p><a href="https://x.com/KhalaResearch/status/2031715716135542863">x402 Infographic &#8212; Khala Research</a></p><p><a href="https://blog.cloudflare.com/x402/">Launching the x402 Foundation &#8212; Cloudflare Blog</a></p><p><a href="https://reports.tiger-research.com/p/x402-coinbase-eng">x402: Coinbase and the AI Agent Era &#8212; Tiger Research</a></p><p><a href="https://multicoin.capital/2025/02/25/where-are-all-the-robots/">Where Are All The Robots? &#8212; Multicoin Capital</a></p><p><a href="https://x.com/supercyclepod/status/2031714933772316913">GEODNET Episode &#8212; Supercycle Podcast x Multicoin</a></p><p><a href="https://x.com/haitzu/status/2031699157220733338">TAO Subnet Summary &#8212; Haitzu</a></p><p><a href="https://research.grayscale.com/reports/bittensor-on-the-eve-of-the-first-halving">Bittensor on the Eve of the First Halving &#8212; Grayscale Research</a></p><p><a href="https://research.grayscale.com/reports/bittensor-the-internet-of-ai">Bittensor: The Internet of AI &#8212; Fundstrat / Grayscale</a></p><p><a href="https://taostats.io/subnets">Live Subnet Dashboard &#8212; Taostats</a></p>]]></content:encoded></item><item><title><![CDATA[How Yuma Is Building $TAO's Acceleration Engine]]></title><description><![CDATA[The biggest AI companies in the world aren&#8217;t accessible to most investors.]]></description><link>https://www.supercyclepod.com/p/how-yuma-is-building-taos-acceleration</link><guid isPermaLink="false">https://www.supercyclepod.com/p/how-yuma-is-building-taos-acceleration</guid><dc:creator><![CDATA[Meghan Lim]]></dc:creator><pubDate>Fri, 06 Mar 2026 11:20:23 GMT</pubDate><enclosure url="https://substackcdn.com/image/youtube/w_728,c_limit/AOJS1_zT-bs" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>The biggest AI companies in the world aren&#8217;t accessible to most investors.</p><p>Public markets give you Google and Meta. And while they have real exposure, there&#8217;s <strong>no asymmetric upside</strong>. Private markets give you Anthropic and OpenAI, but only if you&#8217;re an LP in a top-tier Silicon Valley fund. The door is closed for everyone else.</p><p>This is the whitespace that <strong>Bittensor</strong> ($TAO) was built for. It&#8217;s the <a href="https://www.khala.io/bittensor-the-intelligence-olympics">largest decentralized AI protocol by market cap</a>. It&#8217;s open, permissionless, and free from the insider pre-mines that define its competitors.</p><p>However, a protocol alone doesn&#8217;t <em>build</em> an ecosystem.</p><p><strong>Yuma</strong>, DCG&#8217;s <a href="https://www.yumaai.com/">dedicated operating arm</a> inside Bittensor, is the institutional bet that the ecosystem is real. It&#8217;s a validator, subnet incubator, and institutional on-ramp rolled into one.</p><p>Our recent <em>Supercycle</em> with Yuma&#8217;s Chief Revenue Officer, <a href="https://www.linkedin.com/in/evan-malanga-a5904244/">Evan Malanga</a>, unveiled what they&#8217;re building, and which bets are already paying off.</p><div id="youtube2-AOJS1_zT-bs" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;AOJS1_zT-bs&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/AOJS1_zT-bs?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><p style="text-align: center;"></p><p>If you&#8217;re allocating to AI in 2026, read on to know where the asymmetric upside still lives.</p><div><hr></div><h2><strong>Why Bittensor Doesn&#8217;t Need to Beat OpenAI to Win the AI Race</strong></h2><p><em>Malanga</em> is direct about one thing: Bittensor can achieve entirely new AI categories without even stepping on OpenAI&#8217;s turf.</p><p><strong>One of the strongest arguments is cost.</strong> Running AI training through centralized infrastructure, like AWS or Google Cloud, is <a href="https://www.cudocompute.com/blog/ai-training-cost-hyperscaler-vs-specialized-cloud">extraordinarily expensive</a>. On the other hand, Bittensor subnets are showing that distributed, incentivized compute can get you near the <em>same results</em> for a <a href="https://x.com/rayon_labs/status/1911932682004496800?s=20">fraction of the price</a>.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!tVLL!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!tVLL!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 424w, https://substackcdn.com/image/fetch/$s_!tVLL!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 848w, https://substackcdn.com/image/fetch/$s_!tVLL!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 1272w, https://substackcdn.com/image/fetch/$s_!tVLL!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!tVLL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png" width="1456" height="900" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:900,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!tVLL!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 424w, https://substackcdn.com/image/fetch/$s_!tVLL!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 848w, https://substackcdn.com/image/fetch/$s_!tVLL!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.png 1272w, https://substackcdn.com/image/fetch/$s_!tVLL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9985fb1f-96bd-45f9-acde-499e4dd778e6_2048x1266.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><figcaption class="image-caption">Gradients, a TAO subnet, is killing it on cost-efficiency. | April 2025 // Rayon Labs</figcaption></figure></div><p>Subnets like <a href="https://www.macrocosmos.ai/">Macrocosmos</a> and <a href="https://www.tplr.ai/">Templar</a> are doing distributed model training at a fraction of what a hyperscaler would pay. In fact, Macrocosmos recently launched <a href="https://docs.macrocosmos.ai/product-and-services/tah/tah-user-guide">training-at-home</a>, allowing individuals to contribute compute to distributed training pipelines from their own devices.</p><p><strong>We&#8217;ll be straightforward</strong>: the benchmarks of decentralized compute are yet to be state-of-the-art. But they are <em>close</em> &#8212; and <strong>cost way less</strong>.</p><p><em>Malanga </em>further explains that, for investors coming from <em>outside</em> the ecosystem, he runs them through a decision tree.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!MQGY!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!MQGY!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 424w, https://substackcdn.com/image/fetch/$s_!MQGY!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 848w, https://substackcdn.com/image/fetch/$s_!MQGY!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 1272w, https://substackcdn.com/image/fetch/$s_!MQGY!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!MQGY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png" width="1009" height="566" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:566,&quot;width&quot;:1009,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!MQGY!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 424w, https://substackcdn.com/image/fetch/$s_!MQGY!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 848w, https://substackcdn.com/image/fetch/$s_!MQGY!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.png 1272w, https://substackcdn.com/image/fetch/$s_!MQGY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1090218a-6ec2-4d90-b4df-fcde131730cb_1009x566.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>That framing, he says, is when the light bulb goes on for most capital allocators.</p><p>What&#8217;s striking is that Bittensor&#8217;s organic legitimacy was already being established <em>long before</em> institutions arrived to validate it. When DCG <strong>first evaluated</strong> Bittensor seriously in early 2024, the protocol&#8217;s annual emissions were approximately <strong>4x the total venture capital</strong> flowing into all other Web3 AI projects combined.</p><p><em>Malanga</em> laments that <em>that </em>was the conviction signal.</p><p>Because how is Bittensor&#8217;s organic growth outpacing the <em>entire</em> venture-backed field <strong>before</strong> most investors had even heard of it?</p><div><hr></div><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.supercyclepod.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">The next breakout is already building somewhere. We&#8217;ll find it first.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h2><strong>What is Yuma?</strong></h2><p><a href="https://www.yumaai.com/">YumaGroup</a> &#8212; or Yuma, for short &#8212; is a subsidiary of Digital Currency Group (DCG), and the firm behind <a href="https://www.grayscale.com/">Grayscale</a>, <a href="https://foundrydigital.com/">Foundry</a>, and some of the most durable infrastructure plays in crypto.</p><p>It is purpose-built to do for Bittensor what DCG has done for every major crypto category it has touched: <strong>build the infrastructure that makes institutional participation possible</strong>.</p><p>It operates across three verticals.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!qtGw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!qtGw!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 424w, https://substackcdn.com/image/fetch/$s_!qtGw!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 848w, https://substackcdn.com/image/fetch/$s_!qtGw!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!qtGw!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!qtGw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.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;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!qtGw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 424w, https://substackcdn.com/image/fetch/$s_!qtGw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 848w, https://substackcdn.com/image/fetch/$s_!qtGw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!qtGw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48fb9459-5d33-4a4e-ab50-155f145be511_1600x900.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>The three verticals aren&#8217;t separate bets, but rather, a flywheel. <strong>Incubation</strong> builds the supply of quality subnets, <strong>Validation</strong> secures the network and earns emissions, while <strong>Asset Management</strong> brings institutional capital in to meet them.</p><div><hr></div><h2><strong>The Yuma Subnets Already Generating Revenue</strong></h2><p>Not every Bittensor subnet makes it to a customer conversation.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!OE0m!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!OE0m!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 424w, https://substackcdn.com/image/fetch/$s_!OE0m!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 848w, https://substackcdn.com/image/fetch/$s_!OE0m!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 1272w, https://substackcdn.com/image/fetch/$s_!OE0m!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!OE0m!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png" width="1110" height="625" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/edc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:625,&quot;width&quot;:1110,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!OE0m!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 424w, https://substackcdn.com/image/fetch/$s_!OE0m!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 848w, https://substackcdn.com/image/fetch/$s_!OE0m!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.png 1272w, https://substackcdn.com/image/fetch/$s_!OE0m!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fedc16b40-5ce7-4646-a1e3-9d9d301f943c_1110x625.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>The ones below have, and, in some cases, are <strong>already closing enterprise contracts</strong>.</p><div><hr></div><h3>SCORE (Subnet 44)</h3><p><a href="https://subnetalpha.ai/subnet/score/">SCORE</a> is Yuma&#8217;s most prominent portfolio company and <em>Malanga</em>&#8216;s personal favorite. The team was among Yuma&#8217;s <strong>first incubations</strong> before the firm even had a formal name.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Fu_Z!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 424w, https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 848w, https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 1272w, https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png&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;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 424w, https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 848w, https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.png 1272w, https://substackcdn.com/image/fetch/$s_!Fu_Z!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F96202f81-54e1-464e-9d55-6c0f5edc41be_1600x900.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>What started as <a href="https://console.scorevision.io/">computer vision for UK football clubs</a> has expanded into manufacturing, fuel, and agriculture. The core product <strong>converts live video feeds into structured, queryable datasets</strong>.</p><p>The claim is it&#8217;s <strong>10-100x cheaper</strong> (&#128681;: self-reported and unaudited, but directionally credible given the decentralized compute model). SCORE reports <a href="https://x.com/aixbt_agent/status/2017716952563912974">$3M annualized revenue from 7 enterprise clients</a>, with an average contract value of <strong>$428K per client</strong>.</p><p>Three anchor enterprise clients were also signed in recent months, and SCORE reports a <strong>100% trial conversion rate</strong>.</p><p>In February 2026, SCORE shipped <a href="https://x.com/webuildscore/status/2026371553512886396?s=20">MANIFEST</a>, a mechanism upgrade that moves from static tasks to configurable production-grade specifications.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!6wlT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!6wlT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 424w, https://substackcdn.com/image/fetch/$s_!6wlT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 848w, https://substackcdn.com/image/fetch/$s_!6wlT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 1272w, https://substackcdn.com/image/fetch/$s_!6wlT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!6wlT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png" width="602" height="588" 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srcset="https://substackcdn.com/image/fetch/$s_!6wlT!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 424w, https://substackcdn.com/image/fetch/$s_!6wlT!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 848w, https://substackcdn.com/image/fetch/$s_!6wlT!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.png 1272w, https://substackcdn.com/image/fetch/$s_!6wlT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e9fdc2-20d7-4be1-963d-22a8f7e401bb_602x588.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>This is the shift from research subnet to production infrastructure. The team is also building a fantasy sports app for the<a href="https://bittensor.guru/s2e9-subnet-44-score-w-max"> 2026 World Cup</a>, using their proprietary football data pipeline.</p><blockquote><p><strong>What to watch:</strong> Conversion of 60-day trials into multi-year contracts with guaranteed SLAs. $3M ARR from 7 clients is strong signal, but all revenue figures are self-reported and unaudited. The next proof point is independently verifiable contract data.</p></blockquote><p></p><h3><strong>Yanez (Subnet 54)</strong></h3><p>Most Bittensor subnets are science experiments. <a href="https://subnetalpha.ai/subnet/miid/">Yanez</a> is selling to compliance teams at banks.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ByK6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ByK6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 424w, https://substackcdn.com/image/fetch/$s_!ByK6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 848w, https://substackcdn.com/image/fetch/$s_!ByK6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 1272w, https://substackcdn.com/image/fetch/$s_!ByK6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ByK6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ByK6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 424w, https://substackcdn.com/image/fetch/$s_!ByK6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 848w, https://substackcdn.com/image/fetch/$s_!ByK6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.png 1272w, https://substackcdn.com/image/fetch/$s_!ByK6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f9e3a40-5e9f-4f47-9156-e58173957851_1600x900.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>Launched during Proof of Talk in Paris, summer 2025, Yanez takes a novel approach to financial fraud and compliance testing. Rather than static defence, it incentivizes miners to constantly generate <a href="https://www.yanezcompliance.com/">new attack vectors</a> &#8212; like synthetic identities or deepfake-resistant biometrics &#8212; so clients can anticipate breaches <em>before</em> they happen</p><p>The TAM is <strong>$200B+ in AML/sanctions screening globally</strong>. Legacy vendors like LexisNexis and ComplyAdvantage serve it with slow-moving, static software. An open, incentivised competition for discovering new vulnerabilities is structurally better than anything a centralised vendor can build.</p><p>The team has earned early credibility. Founders who previously built and sold companies to Visa and McAfee, a <strong>$900K oversubscribed seed</strong> round, and screening provider integrations covering 75%+ of the market.</p><blockquote><p><strong>What to watch:</strong> Enterprise pilot conversions. The TAM is enormous and the team is credible, but signed contracts with named compliance buyers are the next proof point.</p></blockquote><p></p><h3><strong>Babelit (SN59)</strong></h3><p><a href="https://x.com/babelbit">Babelbit</a> is a real-time translation subnet built on Bittensor, expanding rapidly from text-to-text into speech-to-speech.</p><p>The founder came out of the SCORE team, moving from launch to a speech-based challenge mechanism in under six months..</p><p>Babelit uses LLMs to predict and complete phrases before the speaker finishes, eliminating latency in real-time video call translation. Multiple parameters like latency and speaker identity are all are testable on-chain.</p><p>Both the <a href="https://www.theopensourcepress.com/how-to-build-a-successful-bittensor-subnet-lessons-from-top-builders/#:~:text=I%20always%20wanted%20instant%20translation%2C%20and%20Babel%20is%20doing%20that%20now.">Taostats founder</a> and a <a href="https://x.com/mdrouhaha/status/2005253752111181936?s=20">Bittensor Protocol co-founder</a> have both publicly backed the project.</p><p></p><h3><strong>Bitsec (SN 60)</strong></h3><p><a href="https://subnetalpha.ai/subnet/bitsec/">Bitsec</a> is a cybersecurity subnet where AI agents compete against each other to find and fix code exploits.</p><p><em>Malanga</em> shares that the founder&#8217;s pitch to Yuma was unconventional. Rather than a deck, he <strong>ran an active Foundry-operated subnet</strong> through his testnet, and delivered a complete vulnerability report.</p><p>When Foundry&#8217;s technical team reviewed the findings, they made the fixes. The product had proven itself before a single conversation about investment.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!nsrr!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!nsrr!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 424w, https://substackcdn.com/image/fetch/$s_!nsrr!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 848w, https://substackcdn.com/image/fetch/$s_!nsrr!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 1272w, https://substackcdn.com/image/fetch/$s_!nsrr!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!nsrr!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png" width="1203" height="675" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:675,&quot;width&quot;:1203,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!nsrr!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 424w, https://substackcdn.com/image/fetch/$s_!nsrr!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 848w, https://substackcdn.com/image/fetch/$s_!nsrr!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.png 1272w, https://substackcdn.com/image/fetch/$s_!nsrr!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F530d4a7b-4ec8-467c-9d80-a6d6a6f1e8b0_1203x675.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>After a slow start as a solo founder, Bitsec underwent a<a href="https://x.com/bitsecai/status/1985788144869089509"> significant V2 rebuild</a> in late 2025, drawing inspiration from Ridge&#8217;s agent competition model.</p><p>In one case, Bitsec identified the same exploit that caused the<a href="https://www.halborn.com/blog/post/explained-the-cetus-hack-may-2025"> $250M Cetus hack</a> in under 15 minutes.</p><blockquote><p><strong>What to watch:</strong> Commercial adoption beyond competitions. Bug bounties prove capability. Enterprise contracts prove a business.</p></blockquote><div><hr></div><h2><strong>Yuma As The Institutional On-Ramp to $TAO</strong></h2><p>The asset management business was born from an access problem.</p><p>After the Dynamic TAO (dTAO) protocol update launched, the subnet economy exploded from 64 to 128 subnets in <em>weeks</em>. But the infrastructure to invest in it did not keep pace; major custodians like BitGo and Copper did not yet support subnet tokens. Meanwhile, exchanges like Kraken and Coinbase had TAO listed, but offered zero subnet-level exposure.</p><p>Yuma piloted its own products internally throughout spring and summer 2025, eventually launching two simplified investment vehicles for accredited investors in October 2025.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!B3X_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!B3X_!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg 424w, https://substackcdn.com/image/fetch/$s_!B3X_!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg 848w, https://substackcdn.com/image/fetch/$s_!B3X_!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!B3X_!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!B3X_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg" width="1456" height="819" 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https://substackcdn.com/image/fetch/$s_!B3X_!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg 848w, https://substackcdn.com/image/fetch/$s_!B3X_!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!B3X_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1a2cbf59-efc4-46db-afef-f18b84516b45_1600x900.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>Since inception, the Subnet Composite has <strong>outperformed TAO staked on root by 25%</strong> in TAO terms, doing exactly what Yuma designed it to do.</p><p>The infrastructure is already institutional-grade. Yuma has partnered with <strong>over a dozen custodians and platforms</strong> to enable TAO staking through qualified custody.</p><p>If a TAO ETF ever emerges, the rails are already in place.</p><div><hr></div><h2><strong>We&#8217;ve Only Scratched The Surface</strong></h2><p>Yuma&#8217;s conviction is simple: Bittensor <strong>doesn&#8217;t need</strong> to beat the labs if they just keep building what they can&#8217;t.</p><p>If that thesis plays out, we&#8217;re still in the early innings, and Evan has a lot more to say about where it goes from here.</p><div id="youtube2-AOJS1_zT-bs" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;AOJS1_zT-bs&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/AOJS1_zT-bs?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><p>The full conversation is on the <a href="https://youtu.be/AOJS1_zT-bs?si=n4cplx0xd1UemJtm">Supercycle Podcast</a> for free.</p>]]></content:encoded></item><item><title><![CDATA[Bittensor, Numerai, and the Web3 AI Supercycle]]></title><description><![CDATA[How Incentives, Intelligence, and Capital Actually Compound]]></description><link>https://www.supercyclepod.com/p/bittensor-numerai-and-the-web3-ai</link><guid isPermaLink="false">https://www.supercyclepod.com/p/bittensor-numerai-and-the-web3-ai</guid><dc:creator><![CDATA[Jack Leung]]></dc:creator><pubDate>Fri, 23 Jan 2026 13:31:12 GMT</pubDate><enclosure url="https://substackcdn.com/image/youtube/w_728,c_limit/hEDU1j-PPTQ" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>&#127909; Watch / &#127911; Listen</p><div id="youtube2-hEDU1j-PPTQ" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;hEDU1j-PPTQ&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/hEDU1j-PPTQ?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><p>Also listen on <a href="https://open.spotify.com/episode/4zDsRPB7ADACuB0Vj8Nf5Q">Spotify</a></p><div><hr></div><h3>Why this conversation matters</h3><blockquote><p>This episode brings together builders and investors who have <em>actually shipped</em> at the intersection of AI, crypto, and incentives.</p><p><strong><a href="https://x.com/WeiNRN">Wei Xie</a></strong> was an early LP in <strong>Numerai</strong> and comes from a traditional quantitative finance background. He has seen firsthand how crowdsourced intelligence can be turned into durable, institutional-grade alpha and why most attempts fail.</p><p><strong><a href="https://x.com/MaxScore">Max Sebti</a></strong> is a subnet owner on <strong>Bittensor</strong> and the founder of Score, building vision AI infrastructure inside one of the most technically demanding AI ecosystems in crypto. He operates directly at the incentive layer where theory meets production.</p><p>Together, they break down how decentralized systems coordinate intelligence, why incentive design is the real bottleneck, and what it takes for AI-native crypto networks to matter beyond narratives.</p><p>This is a conversation about <em>how edge is created</em>, not how it&#8217;s marketed.</p></blockquote><div><hr></div><h3>Hosts</h3><p><strong>Jack Leung</strong><br>Founder of Supercycle. Focused on crypto markets, narratives, and emerging tech.</p><p><strong>Daniel Andrade</strong><br>Engineer and investor-operator focused on AI, robotics, and crypto market structure.</p><h3>Guests</h3><p><strong>Wei Xie</strong><br>NRN Agents Founder, Early LP<br>Deep background in quantitative finance and incentive design</p><p><strong>Max Sebti</strong><br>Founder of Score, Subnet Owner on Bittensor<br>Building vision AI infrastructure on decentralized rails</p><div><hr></div><h3>What we cover</h3><ul><li><p>Why Bittensor is best understood as <em>Bitcoin for AI</em></p></li><li><p>How subnets turn intelligence into an incentive-aligned marketplace</p></li><li><p>Why Numerai worked where most crowdsourced alpha fails</p></li><li><p>Vision AI as the missing layer for robotics and real-world agents</p></li><li><p>Why intelligence is deflating but data is compounding</p></li><li><p>How decentralized incentive systems discover edge faster than institutions</p></li><li><p>Why the real AI TAM is human labor (~$50T annually)</p></li></ul><div><hr></div><h3>Key moments</h3><p>0:00 &#8211; Why human work will soon cost cents<br>1:30 &#8211; What Bittensor actually is<br>5:00 &#8211; Incentives, subnets, and why they are hard to design<br>7:00 &#8211; &#8220;Bitcoin for AI&#8221; and the halving analogy<br>11:00 &#8211; How subnets make money and attract capital<br>18:00 &#8211; Vision AI in sports, markets, and real-world systems<br>21:30 &#8211; What Numerai really solved<br>26:30 &#8211; Why institutions trusted Numerai with massive capital<br>30:00 &#8211; Vision, robotics, and VLAs (Vision-Language-Action models)<br>32:00 &#8211; The $50T human labor opportunity<br>35:00 &#8211; Data, intelligence, and why decentralization matters</p><div><hr></div><h3>Subscribe</h3><p>Watch all Supercycle episodes on <a href="https://www.youtube.com/@supercyclepod">YouTube</a><br>Subscribe here to get future episodes in your inbox</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.supercyclepod.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption"></p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[Inside Multicoin’s $5.9B Crypto Investment Playbook]]></title><description><![CDATA[How Multicoin Actually Thinks About Alpha]]></description><link>https://www.supercyclepod.com/p/inside-multicoins-59b-crypto-investment</link><guid isPermaLink="false">https://www.supercyclepod.com/p/inside-multicoins-59b-crypto-investment</guid><pubDate>Fri, 23 Jan 2026 10:16:05 GMT</pubDate><enclosure url="https://substackcdn.com/image/youtube/w_728,c_limit/eJw9BkFRvM8" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h3>&#127909; Watch / &#127911; Listen</h3><div id="youtube2-eJw9BkFRvM8" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;eJw9BkFRvM8&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/eJw9BkFRvM8?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><p><strong>Listen on:</strong><br><a href="https://open.spotify.com/episode/4qIbccFMXfImTO9gwxTxXl">Spotify</a> &#183; Apple Podcasts</p><div><hr></div><h3>Why this conversation matters</h3><blockquote><p>Our conversation with Shayon, breaks down how one of crypto&#8217;s biggest funds thinks about edge, market structure, and where the next cycle&#8217;s winners are.</p><p>Shayon is an Investment Partner at Multicoin Capital, a thesis-driven crypto investment firm. Multicoin reports roughly ~US$5.9B AUM. He&#8217;s also authored major Multicoin theses and led work on DePIN/physical AI, including Multicoin&#8217;s $8M strategic acquisition of GEOD (Geodnet).</p></blockquote><div><hr></div><h3><strong>Guest</strong></h3><p><strong>Shayon Sengupta</strong></p><ul><li><p>Investment Partner at Multicoin</p></li><li><p>Writing</p><ul><li><p><a href="https://multicoin.capital/2025/03/04/jito-asset-report/">Jito (JTO) Asset Report - Multicoin Capital</a></p></li><li><p><a href="https://multicoin.capital/2025/02/25/where-are-all-the-robots/">Where Are All The Robots? - Multicoin Capital</a></p></li><li><p><a href="https://multicoin.capital/2025/01/30/inverting-the-human-agent-relationship/">Inverting The Human-Agent Relationship - Multicoin Capital</a></p></li><li><p><a href="https://multicoin.capital/2024/09/12/the-great-energy-coordination-problem/">The Great Energy Coordination Problem - Multicoin Capital</a></p></li></ul></li><li><p>https://x.com/shayonsengupta</p></li></ul><div><hr></div><h3><strong>What we cover</strong></h3><p>Where does Crypto Alpha come from?</p><p>Why compute networks win when they&#8217;re vertically integrated (RNDR)</p><p>Why DePIN tokens dump even with PMF</p><p>Why memecoins and stable coins are overrated</p><div><hr></div><h3><strong>Key moments</strong></h3><p>1:32 - Shayon&#8217;s background<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>7:00 - Multicoin&#8217;s activist strategy<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>9:11 - $RNDR<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>14:23 - Money is made in bear markets<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>17:45 - Crypto&#8217;s PMF: Asset Ledger and internal Labour Markets<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>22:07 - DePIN tokens suck despite PMF<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>28:00 - $GEOD<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>33:10 - $JTO<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>37:22 - Memecoins and Stablecoins are overrated<a href="https://x.com/haitzu/status/2010714162805227817?t=92"><br></a>41:16 - AAVE equity vs token<br>44:21 - Multicoin on DeSci</p><div><hr></div><h3><strong>Subscribe</strong></h3><p>Watch all Supercycle episodes on <a href="https://www.youtube.com/@supercyclepod">Youtube</a><br>Subscribe <a href="https://www.supercyclepod.com/">here</a> to get future episodes in your inbox.</p>]]></content:encoded></item><item><title><![CDATA[Welcome to the Supercycle Substack]]></title><description><![CDATA[Context and frameworks for navigating crypto as a real capital market.]]></description><link>https://www.supercyclepod.com/p/welcome-to-the-supercycle-substack</link><guid isPermaLink="false">https://www.supercyclepod.com/p/welcome-to-the-supercycle-substack</guid><pubDate>Thu, 15 Jan 2026 13:01:17 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!BXvj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!BXvj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!BXvj!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 424w, https://substackcdn.com/image/fetch/$s_!BXvj!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 848w, https://substackcdn.com/image/fetch/$s_!BXvj!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 1272w, https://substackcdn.com/image/fetch/$s_!BXvj!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!BXvj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png" width="1456" height="485" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:485,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:39996,&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;:true,&quot;internalRedirect&quot;:&quot;https://www.supercyclepod.com/i/184549177?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!BXvj!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 424w, https://substackcdn.com/image/fetch/$s_!BXvj!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 848w, https://substackcdn.com/image/fetch/$s_!BXvj!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.png 1272w, https://substackcdn.com/image/fetch/$s_!BXvj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1971edd-c908-429f-b7c1-7aa98e23b44a_1500x500.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 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><strong>Crypto is now a real capital market. In 2025, total market cap crossed $4T, and over $175B sits in BTC and ETH exchange-traded products.</strong></p><p>Yet, most analysis still reads like 2021. Supercycle is for allocators who need structure, not headlines.</p><p>We focus on market structure, incentives, and cycle context to spot mispriced narratives, and where durable edge still exists.</p><p>We do three things:</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!9xHh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f1f5290-aba0-44cf-bf04-99f5f44a54fb_1920x1080.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9xHh!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f1f5290-aba0-44cf-bf04-99f5f44a54fb_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!9xHh!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f1f5290-aba0-44cf-bf04-99f5f44a54fb_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!9xHh!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f1f5290-aba0-44cf-bf04-99f5f44a54fb_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!9xHh!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f1f5290-aba0-44cf-bf04-99f5f44a54fb_1920x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!9xHh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f1f5290-aba0-44cf-bf04-99f5f44a54fb_1920x1080.png" width="1456" height="819" 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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>As a subscriber, you&#8217;ll get:</p><ul><li><p>Clear theses &amp; frameworks you can sanity-check in an Investment Committee</p></li><li><p>Sector deep-dives where market narratives lag reality</p></li><li><p>Case studies on what worked, what failed, and what breaks next</p></li></ul><p>First drop: <strong><a href="https://www.supercyclepod.com/p/listen">Inside Multicoin&#8217;s $5.9B Crypto Investment Playbook</a></strong>, with Investment Partner Shayon Sengupta breaking down how their fund thinks about edge, market structure, and where the next cycle&#8217;s winners are.</p><p>Subscribe to get the episode + briefing in your inbox.</p><p>- Team Supercycle </p><p><em>Follow us on X here: <a href="https://x.com/supercyclepod">Supercycle</a></em></p><p>Listen to our podcasts on: <a href="https://www.youtube.com/@supercyclepod">YouTube</a></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.supercyclepod.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption"></p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[Coming soon]]></title><description><![CDATA[This is Supercycle - Liquid Token Investment Research .]]></description><link>https://www.supercyclepod.com/p/coming-soon</link><guid isPermaLink="false">https://www.supercyclepod.com/p/coming-soon</guid><dc:creator><![CDATA[Jack Leung]]></dc:creator><pubDate>Tue, 06 Jan 2026 11:24:12 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!kw41!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba00f55e-4e40-4098-9fca-ec3f20d57b31_400x400.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>This is Supercycle - Liquid Token Investment Research .</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.supercyclepod.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.supercyclepod.com/subscribe?"><span>Subscribe 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