<?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[Breaking Math: Autumn’s Algorithms]]></title><description><![CDATA[Autumn’s Algorithms is a lively, story-driven corner of Breaking Math where Autumn explores how math, technology, and culture shape real life—from algorithms and AI to science communication, media, identity, and the weird human stories hiding inside the numbers.]]></description><link>https://breakingmath.substack.com/s/autumns-algorithms</link><image><url>https://substackcdn.com/image/fetch/$s_!SCID!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5d53a06b-f11d-4aeb-8869-829c37b7d549_500x500.jpeg</url><title>Breaking Math: Autumn’s Algorithms</title><link>https://breakingmath.substack.com/s/autumns-algorithms</link></image><generator>Substack</generator><lastBuildDate>Sat, 20 Jun 2026 08:37:02 GMT</lastBuildDate><atom:link href="https://breakingmath.substack.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Breaking Math]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[breakingmath@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[breakingmath@substack.com]]></itunes:email><itunes:name><![CDATA[Breaking Math]]></itunes:name></itunes:owner><itunes:author><![CDATA[Breaking Math]]></itunes:author><googleplay:owner><![CDATA[breakingmath@substack.com]]></googleplay:owner><googleplay:email><![CDATA[breakingmath@substack.com]]></googleplay:email><googleplay:author><![CDATA[Breaking Math]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Scientists Need to Watch This. This Friday's IPO Is a Natural Experiment.]]></title><description><![CDATA[SpaceX's IPO isn't just the largest in history. It's an accidental stress test of the future of money &#8212; and the results come in by Friday evening.]]></description><link>https://breakingmath.substack.com/p/scientists-need-to-watch-this-this</link><guid isPermaLink="false">https://breakingmath.substack.com/p/scientists-need-to-watch-this-this</guid><dc:creator><![CDATA[Autumn Phaneuf]]></dc:creator><pubDate>Fri, 12 Jun 2026 03:46:43 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!Fup6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>I rarely talk about crypto on here, but I think science folks need to carefully watch this experiment. You can check out the original article from<a href="https://thedefiant.io/news/markets/spacex-opens-for-public-trading-friday-with-a-live-crypto-tokenized-equity-stack?utm_source=newsletter&amp;utm_medium=email&amp;utm_campaign=spacex-goes-public-with-a-live-crypto-tokenized-stack"> The Defiant here</a>, which gets a little more technical than our science audience is used to, but please take a minute to pay attention to this historic launch for stocks, crypto, and whatever Elon is cooking up next&#8230; Also, THIS IS NOT FINANCIAL ADVICE.</em></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Fup6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Fup6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 424w, https://substackcdn.com/image/fetch/$s_!Fup6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 848w, https://substackcdn.com/image/fetch/$s_!Fup6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 1272w, https://substackcdn.com/image/fetch/$s_!Fup6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Fup6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png" width="1024" height="608" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:&quot;normal&quot;,&quot;height&quot;:608,&quot;width&quot;:1024,&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;:false,&quot;topImage&quot;:true,&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/$s_!Fup6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 424w, https://substackcdn.com/image/fetch/$s_!Fup6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 848w, https://substackcdn.com/image/fetch/$s_!Fup6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.png 1272w, https://substackcdn.com/image/fetch/$s_!Fup6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46e60ab4-43a2-4caf-8722-601fff37e2d9_1024x608.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><figcaption class="image-caption">ethereum and rocketship</figcaption></figure></div><p>Imagine you designed a laboratory experiment to study how information moves through interconnected systems under pressure. You pick a single, unambiguous signal &#8212; a known event, at a known time &#8212; and you wire five different measuring instruments to it simultaneously. Each instrument uses different mechanics, materials, and physics. Then you flip the switch and watch what happens.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://breakingmath.substack.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">This Substack is reader-supported. To receive new posts and support my work, consider becoming a free or paid subscriber.</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><p>That is, more or less, what is happening on Wall Street this Friday morning. Except nobody planned it as an experiment. It just became one.</p><p>At 9:30 AM ET, a Nasdaq opening bell will do something it has never quite done before. It will start a clock &#8212; not just for SpaceX&#8217;s debut as a public company, but for four separate crypto-native instruments that have been waiting, loaded, for that single moment to arrive.</p><p>Wait&#8230; WHAT?!</p><p>Here is the part where most science people tune out, because &#8220;crypto&#8221; and &#8220;tokenized equity&#8221; sound like the vocabulary of a world that has nothing to do with them. Stay with it. Because what is actually happening Friday morning is a complex market microstructure story about what happens when you run a live, high-stakes, multi-system stress test on financial infrastructure that has never been tested at this scale &#8212; with public data, a known start time, and results readable by end of day.</p><p><strong>In science, we call that an opportunity.</strong></p><p><a href="https://www.nasdaq.com/fr/market-activity/stocks/spcx">The ticker is SPCX</a>. The<a href="https://techcrunch.com/2026/06/11/spacex-officially-prices-shares-at-135-in-the-largest-ipo-ever/"> IPO price is $135</a>. The raise is $75 billion at a $1.75 trillion valuation, the largest in recorded history. Those are the numbers the financial press will lead with. But the more consequential story on Friday morning may be what happens in the minutes immediately after the first print &#8212; <a href="https://app.hyperliquid.xyz/trade/xyz:SPCX">when a parallel equity market, one built on blockchains and running 24 hours a day, seven days a week, attempts to do something it has never successfully done at this scale: mirror a marquee IPO in real time, from the opening tick.</a></p><p>Here we have the chance to look at settlement mechanics, custody chains, and whether the on-chain equity stack that four separate institutions have spent months engineering can hold its basis against the underlying in the first 24 hours of trading. Maybe we can have a clean answer by Friday evening, or not.</p><p><strong>Four Instruments. One Reference Price. No Historical Precedent.</strong></p><p>The on-chain SPCX ecosystem going live Friday spans the full institutional-to-retail spectrum, and each product arrives through a different legal structure, custody arrangement, and delivery rail.</p><ol><li><p>Ondo Finance&#8217;s <a href="https://premarket-ondo.finance/">SPCXon</a> is the most <a href="https://www.dextools.io/news/tokenized-spacex-spcx-shares-ondo-backed-dinari-june-2026">architecturally straightforward of the four</a>. It is a 1:1 share-backed total-return token, minted and redeemable by non-U.S. users through Ondo&#8217;s Global Markets platform on Ethereum and Solana, accessible via MetaMask and compatible wallets. </p></li><li><p>Kraken&#8217;s <a href="https://blog.kraken.com/product/xstocks/spacex-ipo-access">xStocks SPCXx</a> covers 110-plus countries &#8212; EEA included, U.S./UK/Canada/Australia excluded &#8212; issued by Backed Assets (JE) Limited, trading 24/7 across Kraken and xStocks Alliance venues from the moment allocations land in user balances. &#8220;Someone in 110 countries can register for SpaceX from their phone, and the moment it lists they trade it &#8212; nights, weekends, no waiting for an opening bell,&#8221;  <a href="https://blog.kraken.com/product/xstocks/spacex-ipo-access">Payward Co-CEO Arjun Sethi</a> said in Kraken&#8217;s announcement.</p></li><li><p>The <a href="https://solanacompass.com/news/backpack-and-sunrise-launch-spcx-a-tokenized-spacex-stock-on-solana-the-same-day-it-lists-on-nasdaq">Backpack Securities SPCX token</a> on Solana is structurally distinct: issued by a regulated U.S. brokerage, redeemable for the actual underlying share, transferable to any traditional brokerage via ACATS and DTCC rails. SunriseDefi routes it on-chain via Wormhole; Meteora seeds the liquidity. SunriseDefi has coordinated over <a href="https://genfinity.io/2026/06/11/spacex-spcx-tokenized-stock-solana/">$360 million in spot volume</a> across six prior tokenized launches. <a href="https://x.com/solana/status/2065072298407719310">The Solana Foundation confirmed the mechanics</a>; <a href="https://x.com/toly/status/2065179675173789994">Anatoly Yakovenko amplified them</a>.</p></li><li><p>Galaxy Digital&#8217;s <a href="https://x.com/galaxyhq/status/2065188377578607081">total return swap operates at the other end of the counterparty spectrum entirely.</a> It is a bilateral institutional derivative &#8212; a structure in which one party pays the total economic return of a reference asset and the other pays a financing leg &#8212; referencing a perpetual contract linked to SpaceX&#8217;s market-implied valuation. <a href="https://x.com/galaxyhq/status/2065188430514983374">It is cash-settled. It conveys no ownership of, rights to acquire, or delivery of SpaceX securities</a>.</p></li></ol><p><strong>The Market That Started Before the IPO Did</strong></p><p>None of this emerged from nothing on Friday morning. The on-chain SPCX market has been running for weeks. Trade.xyz <a href="https://thedefiant.io/news/markets/hyperliquid-hype-token-rally-spacex-pre-ipo-perpetual-ooc2j1">deployed a SPCX-USDC perpetual on Hyperliquid </a>on May 18, priced at $150 per share and implying a $1.78 trillion valuation at launch. That contract now holds over $190 million in open interest and <a href="https://info.arkm.com/research/spcx-on-hyperliquid-what-happens-at-ipo">accounts for 94% of all HIP-3 open interest</a> on Hyperliquid, per Arkham Intelligence. As of Thursday <a href="https://hl.eco/spcx">night it was trading at $173</a> &#8212; implying a $2.26 trillion valuation, roughly 28.1% above the $135 IPO price. Friday will sort out which. When Nasdaq prints its first trade Friday, the contract converts mechanically to a standard stock-linked perpetual. The same reference rate it settles to is the rate Galaxy&#8217;s institutional TRS marks against.</p><p><strong>Why Scientists Should Be Watching</strong></p><p>This event is, in the most literal sense, a natural experiment &#8212; and a rare one. Five instruments referencing the same underlying asset are going live simultaneously, each built on different legal structures, custody arrangements, and settlement rails. That is not a normal market condition. It is a controlled stress test with a known start time, a single shared reference price, and clean cross-venue basis data that will be publicly observable from the first tick.</p><p>For researchers in market microstructure, this is a once-in-a-generation dataset. The speed at which price discovery propagates from Nasdaq spot to tokenized wrappers to on-chain perpetuals &#8212; and whether arbitrage closes the gaps within minutes or hours &#8212; will reveal how efficiently fragmented, multi-venue equity markets actually function when the underlying is unambiguous and the instruments are structurally distinct. That question has been largely theoretical until now.</p><p>Now, for complexity scientists and network theorists, the interdependencies are worth mapping carefully. Each product in this stack has a different failure mode: custody lag, smart contract risk, liquidity thinness, and oracle latency. When they are all live simultaneously, a stress in one propagates through shared reference rates to the others. Friday is an opportunity to observe contagion mechanics &#8212; or the absence of them &#8212; in a financial system that spans regulated brokerages, DeFi protocols, and bilateral institutional swaps at the same time. </p><p>For economists studying institutional change, the deeper question is what this stack reveals about the boundary between traditional and decentralized finance. The Backpack Securities token, redeemable for a real share via DTCC rails, is not a crypto product wearing an equity costume &#8212; it is a hybrid instrument that dissolves the boundary entirely. Tracking how it prices relative to the Nasdaq-listed share is a live test of whether that boundary still carries an economic premium.</p><p>The data will be public, start time is known, and instruments are documented. Friday morning is as close to a controlled experiment as financial markets ever produce &#8212; and the results will be readable by end of day.</p><p><strong>What Friday Will Actually Show</strong></p><p>Every token in this stack depends on the same physical event: IPO shares landing in regulated custody before on-chain minting can begin. The gap between Nasdaq&#8217;s first print and the first verified mint is the only operational metric that matters Friday morning. If it closes fast, the template exists for every IPO that follows. If it doesn&#8217;t, the data will show exactly where the stack broke.</p><p>The bell rings at 9:30. The clock starts then.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://breakingmath.substack.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">This Substack is reader-supported. To receive new posts and support my work, consider becoming a free or paid subscriber.</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></channel></rss>