<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Souverain Labs — Lab Log</title><description>A public, dated record of what the lab is actually doing. Progress, learnings, and failures — all of it, honest and evidence-first.</description><link>https://souverainlabs.gitlab.io/</link><language>en-gb</language><item><title>Cryptocurrency support announced</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>The support page now offers a cryptocurrency option: Ethereum, Solana, Monero, Dogecoin, and USDC are being set up, with Bitcoin support to follow. Verified wallet addresses are being prepared — until they are live the options show as &quot;Available soon,&quot; and no funds should be sent yet. Every contribution will be recorded in the annual transparency report, like every other form of support.</description><pubDate>Sat, 08 Aug 2026 00:00:00 GMT</pubDate><category>INFRA</category></item><item><title>Causal aging model reaches v0.9</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>The causal graph now spans all twelve hallmarks of aging with explicit interaction edges and confidence scores. Next: systematic sensitivity analysis against independent datasets before we claim any edge is &quot;validated.&quot;</description><pubDate>Sat, 01 Aug 2026 00:00:00 GMT</pubDate><category>MODEL</category></item><item><title>Literature intelligence pipeline hits 1,200 papers</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>Our AI knowledge base has indexed and structured 1,200+ peer-reviewed papers on aging and longevity. Every claim we make in our own writing is traced to a source in this graph — we want to be able to show our work.</description><pubDate>Wed, 22 Jul 2026 00:00:00 GMT</pubDate><category>INFRA</category></item><item><title>In-silico series: senescence clearance</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>Completed a 9,400-simulation series on clearance of senescent cells in a computational tissue model. Result: the &quot;which cells to clear&quot; question matters as much as &quot;how.&quot; Write-up in progress; expected on the lab log next month.</description><pubDate>Fri, 10 Jul 2026 00:00:00 GMT</pubDate><category>EXPERIMENT</category></item><item><title>Research ethics framework drafted</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>We adopted a non-invasive-first ethics framework: no intervention study begins without independent review, no participant data leaves their control without explicit consent, and human studies are always the last step — not the first.</description><pubDate>Sun, 28 Jun 2026 00:00:00 GMT</pubDate><category>ETHICS</category></item><item><title>Non-invasive biomarker catalog launched</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>Cataloged the evidence base for early-disease signals in wearables, routine blood panels, and standard imaging. This becomes the foundation for our observational study design — to be opened to waitlist members when ready.</description><pubDate>Mon, 15 Jun 2026 00:00:00 GMT</pubDate><category>DATA</category></item><item><title>What we got wrong: biomarker hype check</title><link>https://souverainlabs.gitlab.io/changelog/</link><guid isPermaLink="true">https://souverainlabs.gitlab.io/changelog/</guid><description>We flagged five widely marketed &quot;aging biomarkers&quot; as insufficiently validated after tracing their evidence. None of them are used in our models. This is the kind of finding we will publish openly — the field needs fewer marketing claims.</description><pubDate>Sat, 30 May 2026 00:00:00 GMT</pubDate><category>LEARNINGS</category></item></channel></rss>