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  <title>Gregor J. Rothfuss</title>
  <subtitle>Thoughts, notes, and curated knowledge across 27 years.</subtitle>
  <link href="https://gregor.fyi/atom.xml" rel="self" type="application/atom+xml"/>
  <link href="https://gregor.fyi/" rel="alternate" type="text/html"/>
  <id>https://gregor.fyi/</id>
  <updated>2026-09-24T23:38:59Z</updated>
  <author><name>Gregor J. Rothfuss</name></author>
  <entry>
    <title>Celtic Sword Metallurgy</title>
    <link href="https://gregor.fyi/2026/09/23/celtic-sword-metallurgy/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/23/celtic-sword-metallurgy/</id>
    <published>2026-09-23T21:00:00Z</published>
    <updated>2026-09-23T21:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Polybius famously claimed that Gaulish Celtic warriors were crippled in battle because their longswords bent upon impact and had to be straightened with the foot. Metallurgical spectroscopy of excavated La Tène Iron Age blades refutes the Roman account as wartime propaganda: Celtic smiths had mastered pattern welding, carburized high-carbon cutting edges, and quench hardening, producing weapons so mechanically superior that the Roman army discarded their native blades to adopt the Celtic design as the <i>gladius Hispaniensis</i>. <a href="https://en.wikipedia.org/wiki/Iron_Age_sword">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>OKLCH and Perceptual Uniformity</title>
    <link href="https://gregor.fyi/2026/09/23/oklch-color-space/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/23/oklch-color-space/</id>
    <published>2026-09-23T20:00:00Z</published>
    <updated>2026-09-23T20:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Traditional RGB and HSL color models suffer from severe perceptual non-uniformity: yellow and blue share identical nominal lightness values in HSL despite human photoreceptors perceiving yellow as dramatically brighter. In Björn Ottosson's OKLCH color space, perceived lightness and chroma are mathematically decoupled from polar hue angle, enabling programmatic palette shifts and algorithmic contrast ratios that stay aesthetically invariant and WCAG-compliant without manual eye-tuning. <a href="https://bottosson.github.io/posts/oklab/">bottosson.github.io</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Active Noise Cancellation Latency Budget</title>
    <link href="https://gregor.fyi/2026/09/23/anc-latency-physics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/23/anc-latency-physics/</id>
    <published>2026-09-23T17:00:00Z</published>
    <updated>2026-09-23T17:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Feedforward active noise cancellation in headphones operates against one of the tightest physical latency ceilings in commercial computing: with sound traveling through air at 343 m/s, an acoustic disturbance takes approximately 44 microseconds to physically traverse the 15 mm gap between an exterior microphone and the ear canal. Sampling, ADC conversion, DSP phase inversion, and speaker diaphragm actuation must complete entirely within that 40-microsecond window before the pressure wavefront passes the eardrum. <a href="https://en.wikipedia.org/wiki/Active_noise_control">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>The History of Fishes</title>
    <link href="https://gregor.fyi/2026/09/23/history-of-fishes/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/23/history-of-fishes/</id>
    <published>2026-09-23T13:00:00Z</published>
    <updated>2026-09-23T13:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>In 1686, the Royal Society drained its entire treasury underwriting Francis Willughby's lavishly engraved <i>De Historia Piscium</i> (The History of Fishes). The volume flopped catastrophically, leaving the Society completely broke and unable to finance Isaac Newton's <i>Principia Mathematica</i>; Edmond Halley had to step in and fund the publication of Newton's masterwork out of his own pocket, while being partially compensated by the Society in unsold copies of fish books. <a href="https://en.wikipedia.org/wiki/De_Historia_Piscium">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Earth-Moon Cyclers</title>
    <link href="https://gregor.fyi/2026/09/23/earth-moon-cyclers/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/23/earth-moon-cyclers/</id>
    <published>2026-09-23T09:00:00Z</published>
    <updated>2026-09-23T09:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Families of stable, prograde, low-energy Earth-Moon cycler orbits loop between geocentric and selenocentric trajectories indefinitely without propulsion or station-keeping propellant: resonant gravity assists from both bodies naturally maintain the repeating shuttle corridor, eliminating the heavy fuel overhead required to accelerate and decelerate large habitat shielding on cis-lunar transit runs. <a href="https://en.wikipedia.org/wiki/Lunar_cycler">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Bologna Porticoes and Air Rights</title>
    <link href="https://gregor.fyi/2026/09/22/bologna-porticoes/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/22/bologna-porticoes/</id>
    <published>2026-09-22T18:00:00Z</published>
    <updated>2026-09-22T18:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Bologna's 62 km network of covered pedestrian porticoes emerged from an 11th-century property rights covenant: the municipality granted private owners the air rights to expand second-floor living quarters over the public street on the strict condition that the ground floor remained an unobstructed, covered public arcade. Aligned incentives built the world's longest sheltered urban pedestrian network without public expenditure. <a href="https://en.wikipedia.org/wiki/Porticoes_of_Bologna">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Synthetic Methanol at Scale</title>
    <link href="https://gregor.fyi/2026/09/22/terraform-methanol/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/22/terraform-methanol/</id>
    <published>2026-09-22T14:00:00Z</published>
    <updated>2026-09-22T14:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Terraform Industries demonstrated megawatt-scale high-purity methanol synthesis at their Muroc desert test site: gas fermentation and catalytic methanation convert atmospheric CO2 and electrolytic green hydrogen into dense liquid hydrocarbon feedstocks, decoupling global chemical production and maritime transport fuels from fossil oil wells. <a href="https://terraformindustries.com/">terraformindustries.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Phytomining</title>
    <link href="https://gregor.fyi/2026/09/22/phytomining/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/22/phytomining/</id>
    <published>2026-09-22T10:00:00Z</published>
    <updated>2026-09-22T10:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Hyperaccumulator plants concentrate elements from soil into dry biomass at extraordinary ratios: species like <i>Astragalus bisulcatus</i> and <i>Phyllanthus balgooyi</i> accumulate up to 13.6 g/kg of selenium or 25% nickel in sap, turning biological cultivation, harvesting, and ash purification into commercial metal extraction without open-pit excavation or chemical tailing ponds. <a href="https://en.wikipedia.org/wiki/Phytomining">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Cosmic Hunt</title>
    <link href="https://gregor.fyi/2026/09/21/cosmic-hunt/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/21/cosmic-hunt/</id>
    <published>2026-09-21T12:00:00Z</published>
    <updated>2026-09-21T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Phylogenetic analysis of oral traditions traces the Cosmic Hunt—a celestial cervid or bear pursued into the sky by hunters whose arrows pin it to the heavens—across Eurasia and North America, dating the core circumpolar asterism of Ursa Major to the Upper Paleolithic Beringian migration over 15,000 years ago. <a href="https://hal.science/halshs-00806454">hal.science</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Cavity Magnetron</title>
    <link href="https://gregor.fyi/2026/09/18/cavity-magnetron/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/18/cavity-magnetron/</id>
    <published>2026-09-18T12:00:00Z</published>
    <updated>2026-09-18T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>The cavity magnetron invented by Randall and Boot unlocked high-power 10 cm centimetric radar compact enough to mount inside aircraft radomes. Hand-carried to the US in the 1940 Tizard Mission, it decisively shifted maritime patrol interception against surfaced U-boats before Percy Spencer repurposed its stray microwave radiation for domestic cooking. <a href="https://en.wikipedia.org/wiki/Cavity_magnetron">wikipedia.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Solein</title>
    <link href="https://gregor.fyi/2026/09/15/solein/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/15/solein/</id>
    <published>2026-09-15T12:00:00Z</published>
    <updated>2026-09-15T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Solein decouples complete protein synthesis from arable land, irrigation, and nitrogen runoff: gas-fermenting hydrogen-oxidizing bacteria (<i>Cupriavidus necator</i>) convert green electrolytic hydrogen, carbon dioxide, and ammonia into an edible single-cell biomass yielding 70% protein with all essential amino acids. <a href="https://solarfoods.com/solein/">solarfoods.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Liechtenstein Monarchy</title>
    <link href="https://gregor.fyi/2026/09/12/liechtenstein-monarchy/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/12/liechtenstein-monarchy/</id>
    <published>2026-09-12T12:00:00Z</published>
    <updated>2026-09-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Liechtenstein's constitutional monarchy pairs genuine princely executive veto power with unilateral municipal secession rights: the credible threat of local secession disciplines monarchical governance without requiring parliamentary gridlock. <a href="https://marginalrevolution.com/marginalrevolution/2026/09/is-lichtenstein-an-actual-monarchy.html">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Space Solar Power: Orbital Compute Economics</title>
    <link href="https://gregor.fyi/2007/10/06/space-solar-power/#2026-09-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2007/10/06/space-solar-power/#2026-09-10</id>
    <published>2026-09-10T12:00:00Z</published>
    <updated>2026-09-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2007/10/06/space-solar-power/" href="https://gregor.fyi/2007/10/06/space-solar-power/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2007/10/06/space-solar-power/">Space Solar Power</a>:</em></p>
<blockquote>Wall Street's $160B/GW space datacenter cost projections erroneously model expendable launch vehicles: fully reusable Starship architectures reduce launch costs below $50/kg, bringing orbital compute capital costs to parity with terrestrial facilities while eliminating grid interconnection queues and cooling water consumption. <a href="https://www.nextbigfuture.com/2026/09/bank-of-america-estimates-space-ai-at-160b-gw-wall-street-is-pricing-the-wrong-rocket.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Surgical Amygdalectomy Limits</title>
    <link href="https://gregor.fyi/2026/09/08/surgical-amygdalectomy-limits/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/08/surgical-amygdalectomy-limits/</id>
    <published>2026-09-08T12:00:00Z</published>
    <updated>2026-09-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Complete bilateral surgical ablation of the amygdala abolishes pathological fear conditioning and severe aggression but impairs social risk evaluation and ambient threat perception, illustrating the acute trade-offs inherent in modular neuroanatomy. <a href="https://www.astralcodexten.com/p/absurd-adventure-and-amygdalectomy">astralcodexten.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>GLP-1 in Aging</title>
    <link href="https://gregor.fyi/2026/09/04/glp-1-in-aging/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/09/04/glp-1-in-aging/</id>
    <published>2026-09-04T12:00:00Z</published>
    <updated>2026-09-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>GLP-1 receptor agonists function as systemic geroprotectors by suppressing chronic vascular inflammation, improving endothelial hemodynamics, and downregulating mTOR signaling, extending healthspan through multi-system metabolic modulation. <a href="https://www.science.org/content/blog-post/glp-1-drugs-aging">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Social Network Topology</title>
    <link href="https://gregor.fyi/2026/08/12/social-network-topology/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/08/12/social-network-topology/</id>
    <published>2026-08-12T12:00:00Z</published>
    <updated>2026-08-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Sociological analysis of social network structure and Dunbar's number: weak ties provide diverse information, career optionality, and intellectual cross-pollination, while dense strong-tie clusters provide the psychological resilience and mutual aid necessary during acute crises. <a href="https://nautil.us/is-it-better-to-have-a-lot-of-casual-friends-or-a-few-close-ones-1283691">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Zoning is evil: Subcultural Density Economics</title>
    <link href="https://gregor.fyi/2012/12/11/zoning/#2026-08-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2012/12/11/zoning/#2026-08-10</id>
    <published>2026-08-10T12:00:00Z</published>
    <updated>2026-08-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2012/12/11/zoning/" href="https://gregor.fyi/2012/12/11/zoning/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2012/12/11/zoning/">Zoning is evil</a>:</em></p>
<blockquote>Hyper-concentrated intellectual density and social network proximity in the San Francisco Bay Area generate self-reinforcing agglomeration returns that sustain high-risk technological ventures despite astronomical real estate and municipal costs. <a href="https://www.astralcodexten.com/p/the-foothills-of-bay-area-house-party">astralcodexten.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Space Solar Power: Hyperscale Orbital Compute PPAs</title>
    <link href="https://gregor.fyi/2007/10/06/space-solar-power/#2026-08-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2007/10/06/space-solar-power/#2026-08-10</id>
    <published>2026-08-10T12:00:00Z</published>
    <updated>2026-08-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2007/10/06/space-solar-power/" href="https://gregor.fyi/2007/10/06/space-solar-power/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2007/10/06/space-solar-power/">Space Solar Power</a>:</em></p>
<blockquote>Analysis of multi-gigawatt hyperscale AI computing agreements: as terrestrial utilities face decadal transmission queues, tech giants are contracting dedicated modular nuclear and orbital compute capacity to ensure uninterrupted frontier training scaling. <a href="https://www.nextbigfuture.com/2026/08/microsoft-will-lease-3-gigawatts-of-ai-data-center-from-spacex-in-2027.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Targeted Covalent Inhibitors</title>
    <link href="https://gregor.fyi/2026/08/08/targeted-covalent-inhibitors/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/08/08/targeted-covalent-inhibitors/</id>
    <published>2026-08-08T12:00:00Z</published>
    <updated>2026-08-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Latent sulfur-fluoride exchange (SuFEx) click chemistry and mild electrophiles bind non-catalytic amino acid residues with picomolar affinity, enabling targeted covalent inhibition of previously intractable protein surfaces without off-target proteomic toxicity. <a href="https://www.science.org/content/blog-post/target-practice-molecular-scale">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>House of Lords Sortition</title>
    <link href="https://gregor.fyi/2026/08/04/house-of-lords-sortition/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/08/04/house-of-lords-sortition/</id>
    <published>2026-08-04T12:00:00Z</published>
    <updated>2026-08-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An institutional design proposal for bicameral constitutional reform: replacing appointed or hereditary political aristocracies with a sortition-selected citizen senate, creating an institutional check that deliberates without short-term electoral re-election incentives. <a href="https://marginalrevolution.com/marginalrevolution/2026/08/towards-a-new-house-of-lords.html?utm_source=rss&utm_medium=rss&utm_campaign=towards-a-new-house-of-lords">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Battery production scaling: Megapack Utility Storage Ramps</title>
    <link href="https://gregor.fyi/2017/01/31/battery-production-scaling/#2026-07-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2017/01/31/battery-production-scaling/#2026-07-10</id>
    <published>2026-07-10T12:00:00Z</published>
    <updated>2026-07-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2017/01/31/battery-production-scaling/" href="https://gregor.fyi/2017/01/31/battery-production-scaling/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2017/01/31/battery-production-scaling/">Battery production scaling</a>:</em></p>
<blockquote>An industrial breakdown of Tesla’s energy storage manufacturing expansion in Lathrop and Shanghai: scaling Megapack production to 100 GWh per year lowers utility battery storage costs below $150/kWh, driving utility storage revenue growth past automotive margins. <a href="https://www.nextbigfuture.com/2026/07/tesla-growth-is-back-and-global-ai-energy-empire-no-ones-talking-will-be-huge.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Clinical trial risk engineering: Phase II Clinical Attrition</title>
    <link href="https://gregor.fyi/2014/01/08/clinical-trial-risk-engineering/#2026-07-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2014/01/08/clinical-trial-risk-engineering/#2026-07-10</id>
    <published>2026-07-10T12:00:00Z</published>
    <updated>2026-07-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2014/01/08/clinical-trial-risk-engineering/" href="https://gregor.fyi/2014/01/08/clinical-trial-risk-engineering/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2014/01/08/clinical-trial-risk-engineering/">Clinical trial risk engineering</a>:</em></p>
<blockquote>Thirty years of clinical attrition data shows Phase II clinical efficacy failure rates remain fixed at 85–90% despite revolutions in structural biology and screening: human in vivo biological complexity and target validation remain the dominant bottlenecks in medicine. <a href="https://www.science.org/content/blog-post/clinical-failure-rates-over-decades-yikes">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Minimal life: Synthetic Minimal Cells</title>
    <link href="https://gregor.fyi/2002/11/22/minimal-life/#2026-07-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2002/11/22/minimal-life/#2026-07-10</id>
    <published>2026-07-10T12:00:00Z</published>
    <updated>2026-07-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2002/11/22/minimal-life/" href="https://gregor.fyi/2002/11/22/minimal-life/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2002/11/22/minimal-life/">Minimal life</a>:</em></p>
<blockquote>Artificial minimal cells combining synthetic lipid vesicles with cell-free transcription-translation systems execute multi-step enzymatic cascades without genomic mutation or proliferation hazards, providing safe biocatalytic compartments for pharmaceutical synthesis. <a href="https://nautil.us/synthetic-cells-to-sell-synthetic-biology-1282444">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Regional Chinese Noodle Mapping</title>
    <link href="https://gregor.fyi/2026/07/04/regional-chinese-noodle-mapping/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/07/04/regional-chinese-noodle-mapping/</id>
    <published>2026-07-04T12:00:00Z</published>
    <updated>2026-07-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Robert Sietsema documents regional noodle traditions across Flushing and Sunset Park, analyzing differences in gluten elasticity, alkaline water treatment, and broth emulsion techniques across Shaanxi biang biang, Lanzhou pulled noodles, and Wuhan hot dry noodles. <a href="https://robertsietsema.substack.com/p/where-to-find-the-regional-noodles">robertsietsema.substack.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>InSAR Coastal Subsidence Calibration</title>
    <link href="https://gregor.fyi/2026/06/12/insar-coastal-subsidence-calibration/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/06/12/insar-coastal-subsidence-calibration/</id>
    <published>2026-06-12T12:00:00Z</published>
    <updated>2026-06-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Geodesists re-evaluated interferometric synthetic aperture radar (InSAR) coastal subsidence maps, finding that localized groundwater pumping, building weight, and vegetation moisture variations cause satellite radars to overestimate long-term relative sea-level rise by up to 50%, mandating ground-based GPS validation. <a href="https://www.science.org/content/article/satellite-maps-sinking-coastlines-come-under-scrutiny">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>0.001% Mathlib: Lean Proof Assistants</title>
    <link href="https://gregor.fyi/2021/07/28/0001-mathlib/#2026-06-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2021/07/28/0001-mathlib/#2026-06-10</id>
    <published>2026-06-10T12:00:00Z</published>
    <updated>2026-06-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2021/07/28/0001-mathlib/" href="https://gregor.fyi/2021/07/28/0001-mathlib/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2021/07/28/0001-mathlib/">0.001% Mathlib</a>:</em></p>
<blockquote>A profile of mathematician Terence Tao’s integration of Lean and AI proof assistants into frontier mathematical research. Tao demonstrates how collaborative computer-formalized mathematics prevents subtle human error in complex multi-author proofs and enables automated combinatorial exploration. <a href="https://www.quantamagazine.org/how-terry-tao-became-an-evangelist-for-ai-in-math-20260608/">quantamagazine.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Battery production scaling: Duck Curve Megapack Dispatch</title>
    <link href="https://gregor.fyi/2017/01/31/battery-production-scaling/#2026-06-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2017/01/31/battery-production-scaling/#2026-06-10</id>
    <published>2026-06-10T12:00:00Z</published>
    <updated>2026-06-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2017/01/31/battery-production-scaling/" href="https://gregor.fyi/2017/01/31/battery-production-scaling/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2017/01/31/battery-production-scaling/">Battery production scaling</a>:</em></p>
<blockquote>An analysis of Tesla's utility energy storage deployments across ERCOT and CAISO grids: utility-scale Megapack batteries absorb daytime solar curtailment and discharge during evening peak hours, flattening the 'duck curve' and displacing natural gas peaker plants on a purely market-driven economic basis. <a href="https://www.nextbigfuture.com/2026/06/tesla-and-spacex-shaping-demand-and-supply-of-20-of-us-energy-grid.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>SRAM Infrared Remanence</title>
    <link href="https://gregor.fyi/2026/06/08/sram-infrared-remanence/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/06/08/sram-infrared-remanence/</id>
    <published>2026-06-08T12:00:00Z</published>
    <updated>2026-06-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Hardware hacker bunnie Huang demonstrates that infrared backside silicon imaging can read unpowered SRAM cell states through physical dopant charge remanence. The attack bypasses standard software memory wipes, requiring cryptographic hardware to implement active charge-neutralizing circuits before power-down. <a href="https://www.bunniestudios.com/blog/2026/on-reading-srams-in-ir-images-and-establishing-bounds-on-trust/">bunniestudios.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Simulated Annealing in Software</title>
    <link href="https://gregor.fyi/2026/06/04/simulated-annealing-in-software/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/06/04/simulated-annealing-in-software/</id>
    <published>2026-06-04T12:00:00Z</published>
    <updated>2026-06-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Avery Pennarun models software engineering decisions and organizational technical debt as simulated annealing: systems require occasional high-temperature perturbations (major refactors, breaking API shifts) to escape local optima, whereas excessive procedural cooling freezes companies into uncompetitive legacy codebases. <a href="https://apenwarr.ca/log/20260531">apenwarr.ca</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Automated Hypothesis Generation</title>
    <link href="https://gregor.fyi/2026/05/16/automated-hypothesis-generation/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/05/16/automated-hypothesis-generation/</id>
    <published>2026-05-16T12:00:00Z</published>
    <updated>2026-05-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Autonomous scientific systems like Google DeepMind's Co-Scientist generate hypotheses and design wet-lab execution protocols, but remain fundamentally throttled by wet-lab robotic execution limits and pervasive negative publication bias in training corpora. <a href="https://www.science.org/content/blog-post/evaluating-co-scientist-new-ai-science-system">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Blood-Brain Barrier Statin Lipophilicity</title>
    <link href="https://gregor.fyi/2026/05/12/blood-brain-barrier-statin-lipophilicity/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/05/12/blood-brain-barrier-statin-lipophilicity/</id>
    <published>2026-05-12T12:00:00Z</published>
    <updated>2026-05-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>A pharmacological and neurological investigation resolving the debate over statins and cognitive decline: while the brain requires abundant cholesterol for myelin sheaths, central nervous system cholesterol is synthesized locally by astrocytes. Because hydrophilic statins (rosuvastatin, pravastatin) cannot cross the blood-brain barrier, they lower systemic vascular risk without depleting cerebral cholesterol. <a href="https://www.cremieux.xyz/p/why-dont-statins-cause-dementia">cremieux.xyz</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Starship: Cryogenic Ground Support Pressurization</title>
    <link href="https://gregor.fyi/2019/03/19/starship/#2026-05-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2019/03/19/starship/#2026-05-10</id>
    <published>2026-05-10T12:00:00Z</published>
    <updated>2026-05-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2019/03/19/starship/" href="https://gregor.fyi/2019/03/19/starship/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2019/03/19/starship/">Starship</a>:</em></p>
<blockquote>SpaceX completed a full-duration wet dress rehearsal for Starship Flight 12, loading 5,000 tons of subcooled liquid methane and liquid oxygen into the vehicle in under 45 minutes, validating automated launch pad ground support systems and fast propellant boil-off mitigation. <a href="https://www.nextbigfuture.com/2026/05/spacex-starship-flight-12-wet-rehearsal.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Predictive Model Drift</title>
    <link href="https://gregor.fyi/2026/05/08/predictive-model-drift/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/05/08/predictive-model-drift/</id>
    <published>2026-05-08T12:00:00Z</published>
    <updated>2026-05-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Foundation model evaluations suffer from acute structural contamination: synthetic data feedback loops, benchmark memorization, and preference tuning produce brittle models that ace public benchmarks while failing on out-of-distribution reasoning. <a href="https://www.astralcodexten.com/p/nostalgebraists-hydrogen-jukeboxes">astralcodexten.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Autonomous Scientific Synthesis</title>
    <link href="https://gregor.fyi/2026/05/04/autonomous-scientific-synthesis/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/05/04/autonomous-scientific-synthesis/</id>
    <published>2026-05-04T12:00:00Z</published>
    <updated>2026-05-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Autonomous AI research agents capable of interrogating raw databases, running live replications, and generating interactive models threaten to obsolete the 10-page static PDF paper in favor of executable, queryable research repositories. <a href="https://marginalrevolution.com/marginalrevolution/2026/05/will-ai-kill-the-research-paper.html?utm_source=rss&utm_medium=rss&utm_campaign=will-ai-kill-the-research-paper">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>0.001% Mathlib: Formalized Proof Verification</title>
    <link href="https://gregor.fyi/2021/07/28/0001-mathlib/#2026-04-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2021/07/28/0001-mathlib/#2026-04-10</id>
    <published>2026-04-10T12:00:00Z</published>
    <updated>2026-04-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2021/07/28/0001-mathlib/" href="https://gregor.fyi/2021/07/28/0001-mathlib/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2021/07/28/0001-mathlib/">0.001% Mathlib</a>:</em></p>
<blockquote>Mathematicians and computer scientists document the formalization revolution in pure mathematics: AI-powered interactive proof assistants (Lean, Isabelle) have crossed from verifying known textbook theorems to discovering and formalizing novel proofs in algebraic topology and combinatorics. <a href="https://www.quantamagazine.org/the-ai-revolution-in-math-has-arrived-20260413/">quantamagazine.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Starship: Starship Flight Readiness Iteration</title>
    <link href="https://gregor.fyi/2019/03/19/starship/#2026-04-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2019/03/19/starship/#2026-04-10</id>
    <published>2026-04-10T12:00:00Z</published>
    <updated>2026-04-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2019/03/19/starship/" href="https://gregor.fyi/2019/03/19/starship/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2019/03/19/starship/">Starship</a>:</em></p>
<blockquote>SpaceX delayed the orbital flight test of Starship Version 3 to implement upgraded tile-less hot-stage rings and higher-capacity Raptor 3 thrust pucks. The hardware adjustments prioritize booster catch reliability at Starbase and orbital propellant transfer verification for NASA's Artemis lunar contract. <a href="https://www.nextbigfuture.com/2026/04/spacex-starship-launch-delayed-until-may-2026.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Quantum Computing: Quantum computing bombshells that are not April Fools</title>
    <link href="https://gregor.fyi/2003/04/04/quantum-computing/#2026-04-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2003/04/04/quantum-computing/#2026-04-10</id>
    <published>2026-04-10T12:00:00Z</published>
    <updated>2026-04-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2003/04/04/quantum-computing/" href="https://gregor.fyi/2003/04/04/quantum-computing/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2003/04/04/quantum-computing/">Quantum Computing</a>:</em></p>
<blockquote>Scott Aaronson examines the intersection of deep-tech venture valuations, commercial quantum timelines, and verified oracle separations in quantum complexity theory. <a href="https://scottaaronson.blog/?p=9665">scottaaronson.blog</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Carboniferous Insect Gigantism</title>
    <link href="https://gregor.fyi/2026/04/08/carboniferous-insect-gigantism/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/04/08/carboniferous-insect-gigantism/</id>
    <published>2026-04-08T12:00:00Z</published>
    <updated>2026-04-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Paleobiologists explain why giant Carboniferous insects (such as 2.5-foot Meganeura dragonflies) disappeared: atmospheric oxygen levels peaked at 35% during the Carboniferous, allowing passive tracheal diffusion to oxygenate massive bodies. When oxygen levels crashed in the Permian and predatory birds subsequently evolved, tracheal diffusion permanently constrained insect body size. <a href="https://nautil.us/what-happened-to-the-ancient-bug-giants-of-300-million-years-ago-1279562">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Macroeconomic AI Elasticities</title>
    <link href="https://gregor.fyi/2026/04/04/macroeconomic-ai-elasticities/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/04/04/macroeconomic-ai-elasticities/</id>
    <published>2026-04-04T12:00:00Z</published>
    <updated>2026-04-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Comparative surveys of macroeconomists versus AI researchers reveal a fundamental divergence on long-term growth: economists project modest 1–2% annual TFP gains constrained by Baumol's cost disease and physical capital, whereas computer scientists forecast transformative double-digit GDP acceleration. <a href="https://marginalrevolution.com/marginalrevolution/2026/04/economists-on-ai-and-economic-growth-and-employment.html?utm_source=rss&utm_medium=rss&utm_campaign=economists-on-ai-and-economic-growth-and-employment">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Software Review Latency Compounding</title>
    <link href="https://gregor.fyi/2026/03/16/software-review-latency-compounding/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/03/16/software-review-latency-compounding/</id>
    <published>2026-03-16T12:00:00Z</published>
    <updated>2026-03-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Avery Pennarun analyzes software development velocity, showing that every additional required review step introduces an exponential 10x latency penalty. In large engineering organizations, asynchronous pull-request queues, branch integration delays, and multi-team consensus meetings dominate developer time, proving that single-piece continuous delivery outperforms multi-tiered review boards. <a href="https://apenwarr.ca/log/20260316">apenwarr.ca</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Jevons Rebound in Compute</title>
    <link href="https://gregor.fyi/2026/03/12/jevons-rebound-in-compute/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/03/12/jevons-rebound-in-compute/</id>
    <published>2026-03-12T12:00:00Z</published>
    <updated>2026-03-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An economic analysis of Jevons' Paradox applied to artificial intelligence hardware: historic efficiency gains in GPU compute per watt (FLOPs/watt) do not reduce aggregate datacenter energy demand; instead, lowering the marginal cost of compute triggers exponential demand increases for agentic inference and synthetic data generation. <a href="https://snippet.finance/energy-efficiency/">snippet.finance</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Starship: Orbital Launch Cadence Scaling</title>
    <link href="https://gregor.fyi/2019/03/19/starship/#2026-03-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2019/03/19/starship/#2026-03-10</id>
    <published>2026-03-10T12:00:00Z</published>
    <updated>2026-03-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2019/03/19/starship/" href="https://gregor.fyi/2019/03/19/starship/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2019/03/19/starship/">Starship</a>:</em></p>
<blockquote>SpaceX accelerated its launch cadence to over 200 orbital flights per year, focusing on rapid Starship reuse. The logistics infrastructure supports deploying thousands of high-capacity satellite nodes to expand direct-to-cellular connectivity and orbital datacenter testing. <a href="https://www.nextbigfuture.com/2026/03/spacex-space-ai-ramp.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Danish Mortgage Balance Principle</title>
    <link href="https://gregor.fyi/2026/03/08/danish-mortgage-balance-principle/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/03/08/danish-mortgage-balance-principle/</id>
    <published>2026-03-08T12:00:00Z</published>
    <updated>2026-03-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Denmark’s 'balance principle' mortgage system eliminates the housing lock-in penalty: when interest rates rise, homeowners can buy back their mortgage debt in the open market at prevailing discounted prices, preserving labor mobility. <a href="https://marginalrevolution.com/marginalrevolution/2026/03/a-danish-fix-for-u-s-mortgage-lock-in.html?utm_source=rss&utm_medium=rss&utm_campaign=a-danish-fix-for-u-s-mortgage-lock-in">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Jovian Lightning Energetics</title>
    <link href="https://gregor.fyi/2026/03/04/jovian-lightning-energetics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/03/04/jovian-lightning-energetics/</id>
    <published>2026-03-04T12:00:00Z</published>
    <updated>2026-03-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>NASA's Juno spacecraft mapped high-energy atmospheric discharges in Jupiter's upper atmosphere, revealing that Jovian 'shallow lightning' discharges in ammonia-water clouds with energetic yields exceeding hundreds of megatons—orders of magnitude more violent than terrestrial superbolts. <a href="https://www.science.org/content/article/jupiter-s-weather-forecast-cloudy-chance-nukes">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Vertical Energy-Compute Scaling</title>
    <link href="https://gregor.fyi/2026/02/20/vertical-energy-compute-scaling/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/02/20/vertical-energy-compute-scaling/</id>
    <published>2026-02-20T12:00:00Z</published>
    <updated>2026-02-20T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Analyzing the long-term energy wall in terrestrial AI datacenters: gigawatt-scale frontier models will face severe electrical grid interconnection bottlenecks, favoring vertically integrated entities that co-locate generation, dedicated battery storage, and eventual orbital photovoltaic compute nodes. <a href="https://www.nextbigfuture.com/2026/02/ai-winner-will-scale-ai-energy-and-compute-on-earth-and-in-space-why-xai-spacex-and-tesla-win.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Clinical Biological Baselines</title>
    <link href="https://gregor.fyi/2026/02/16/clinical-biological-baselines/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/02/16/clinical-biological-baselines/</id>
    <published>2026-02-16T12:00:00Z</published>
    <updated>2026-02-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An analysis of biological baseline drift: environmental changes, sedentary lifestyles, and microplastic exposures have altered baseline human endocrine levels (including declining testosterone and advancing puberty onset), complicating medical diagnoses that rely on historical 20th-century 'normal' reference ranges. <a href="https://www.asimov.press/p/baseline-drift">asimov.press</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Tokyo Neapolitan Fermentation</title>
    <link href="https://gregor.fyi/2026/02/12/tokyo-neapolitan-fermentation/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/02/12/tokyo-neapolitan-fermentation/</id>
    <published>2026-02-12T12:00:00Z</published>
    <updated>2026-02-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An analysis of Tokyo-style Neapolitan pizza craft: pizzaiolos achieve superior crust texture through 48-hour cold fermentation, extreme 500°C Japanese cedar wood firing, and minimalist salt-and-oregano balancing, elevating Neapolitan pizza beyond its traditional Italian origins. <a href="http://www.grubstreet.com/article/seirinkan-tokyo-pizza-popup-nyc.html?utm_source=rss&utm_medium=social_acct&utm_campaign=feed-part">grubstreet.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Open-Source Satellite Mortuary Tracking</title>
    <link href="https://gregor.fyi/2026/02/08/open-source-satellite-mortuary-tracking/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/02/08/open-source-satellite-mortuary-tracking/</id>
    <published>2026-02-08T12:00:00Z</published>
    <updated>2026-02-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An investigative report detailing how Russian families use updated commercial satellite imagery on Google Maps and Yandex to locate newly dug mass graves and military cemeteries near Rostov-on-Don, turning public geospatial infrastructure into open-source casualty verification networks. <a href="https://www.newyorker.com/news/the-lede/the-russians-turning-to-google-maps-in-search-of-missing-soldiers">newyorker.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Cognitive Variance Asymmetries</title>
    <link href="https://gregor.fyi/2026/02/04/cognitive-variance-asymmetries/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/02/04/cognitive-variance-asymmetries/</id>
    <published>2026-02-04T12:00:00Z</published>
    <updated>2026-02-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>A psychometric and quantitative genetic analysis of sex differences in cognitive ability distributions. While average male and female general intelligence (g) scores are indistinguishable, males consistently exhibit greater variance across mathematical and spatial subtests, resulting in asymmetric representation at the extreme tails of the distribution. <a href="https://www.cremieux.xyz/p/sex-differences-in-intelligence">cremieux.xyz</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Navier-Stokes Finite-Time Singularity</title>
    <link href="https://gregor.fyi/2026/01/12/navier-stokes-finite-time-singularity/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/01/12/navier-stokes-finite-time-singularity/</id>
    <published>2026-01-12T12:00:00Z</published>
    <updated>2026-01-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Mathematicians using physics-informed neural networks discovered potential finite-time singularities (blowups) in the 3D Euler and Navier-Stokes fluid equations. By guiding numerical solvers to self-similar coordinate collapses, the AI identified initial boundary conditions where vorticity concentrates infinitely, bringing researchers closer to resolving a Millennium Prize problem. <a href="https://www.quantamagazine.org/using-ai-mathematicians-find-hidden-glitches-in-fluid-equations-20260109/">quantamagazine.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Starship: Starship Block 3 Robotic Lines</title>
    <link href="https://gregor.fyi/2019/03/19/starship/#2026-01-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2019/03/19/starship/#2026-01-10</id>
    <published>2026-01-10T12:00:00Z</published>
    <updated>2026-01-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2019/03/19/starship/" href="https://gregor.fyi/2019/03/19/starship/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2019/03/19/starship/">Starship</a>:</em></p>
<blockquote>An engineering breakdown of SpaceX's Starfactory automated production lines for Starship Block 3: automated friction-stir welding robots, unified ring stamping, and elimination of manual plumbing reduce booster production times from months to days, creating an assembly line capable of producing 1,000 ships per year. <a href="https://www.nextbigfuture.com/2026/01/jchristina-describes-spacex-robot-construction-for-mass-production-of-starship-block-3.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Metabolomics: Tissue Microplastic Pyrolysis</title>
    <link href="https://gregor.fyi/2008/06/27/metabolomics/#2026-01-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2008/06/27/metabolomics/#2026-01-10</id>
    <published>2026-01-10T12:00:00Z</published>
    <updated>2026-01-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2008/06/27/metabolomics/" href="https://gregor.fyi/2008/06/27/metabolomics/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2008/06/27/metabolomics/">Metabolomics</a>:</em></p>
<blockquote>Conflicting data on microplastic and nanoplastic accumulation in human tissues stems from analytical artifacts: pyrolysis gas chromatography-mass spectrometry (Py-GC-MS) studies frequently suffer from ambient airborne laboratory contamination and solvent blank interference, inflating reported tissue concentrations. <a href="https://www.science.org/content/blog-post/are-there-accumulating-microplastics-human-tissue-or-not">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Headless Agent IDEs</title>
    <link href="https://gregor.fyi/2026/01/08/headless-agent-ides/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/01/08/headless-agent-ides/</id>
    <published>2026-01-08T12:00:00Z</published>
    <updated>2026-01-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Steve Yegge outlines the architectural obsolescence of traditional graphical IDEs (VS Code, IntelliJ) in the era of autonomous coding agents. Software development is migrating toward headless terminal-driven agent runtimes where agents write, test, debug, and commit code continuously in the background, rendering human line-by-line editing obsolete. <a href="https://steve-yegge.medium.com/welcome-to-gas-town-4f25ee16dd04?source=rss-c1ec701babb7------2">steve-yegge.medium.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Lunar Property Rights</title>
    <link href="https://gregor.fyi/2026/01/04/lunar-property-rights/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2026/01/04/lunar-property-rights/</id>
    <published>2026-01-04T12:00:00Z</published>
    <updated>2026-01-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Outer Space Treaty prohibitions against sovereign territorial appropriation create acute legal ambiguity: absent formal property rights, first-mover mining operations risk establishing de facto exclusionary safety zones around lunar ice deposits unless bilateral market frameworks are codified. <a href="https://www.astralcodexten.com/p/you-have-only-x-years-to-escape-permanent">astralcodexten.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>0.001% Mathlib: Self-Correcting Mathematical LLMs</title>
    <link href="https://gregor.fyi/2021/07/28/0001-mathlib/#2025-12-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2021/07/28/0001-mathlib/#2025-12-10</id>
    <published>2025-12-10T12:00:00Z</published>
    <updated>2025-12-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2021/07/28/0001-mathlib/" href="https://gregor.fyi/2021/07/28/0001-mathlib/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2021/07/28/0001-mathlib/">0.001% Mathlib</a>:</em></p>
<blockquote>DeepSeek introduced an automated self-correcting reasoning model that aces complex Olympiad mathematics proofs by coupling autoregressive language models with formal Lean theorem provers, verifying proof trees in real time and eliminating hallucinations in symbolic reasoning. <a href="https://www.nature.com/articles/d41586-025-03959-9">nature.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Fusion: High-Field Magnetic Confinement</title>
    <link href="https://gregor.fyi/2007/02/09/fusion/#2025-12-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2007/02/09/fusion/#2025-12-10</id>
    <published>2025-12-10T12:00:00Z</published>
    <updated>2025-12-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2007/02/09/fusion/" href="https://gregor.fyi/2007/02/09/fusion/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2007/02/09/fusion/">Fusion</a>:</em></p>
<blockquote>An analysis of the late MIT Professor Nuno Loureiro's foundational work on magnetic reconnection and high-field magnetic confinement fusion with Commonwealth Fusion Systems: high-temperature superconducting (HTS) magnets operating at 20 Tesla shrink required tokamak fusion volumes by 40x compared to ITER. <a href="https://www.nextbigfuture.com/2025/12/207754.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Quantum Computing: Quantum Gauge Symmetries</title>
    <link href="https://gregor.fyi/2003/04/04/quantum-computing/#2025-12-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2003/04/04/quantum-computing/#2025-12-10</id>
    <published>2025-12-10T12:00:00Z</published>
    <updated>2025-12-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2003/04/04/quantum-computing/" href="https://gregor.fyi/2003/04/04/quantum-computing/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2003/04/04/quantum-computing/">Quantum Computing</a>:</em></p>
<blockquote>Sabine Hossenfelder reviews the doctoral dissertation of a 15-year-old Belgian prodigy in quantum physics, analyzing his mathematical proofs regarding non-perturbative quantum electrodynamics and gauge symmetries in curved spacetime. <a href="http://backreaction.blogspot.com/2025/12/15-year-old-just-finished-his-phd-in.html">backreaction.blogspot.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Neuroinflammation Incretins</title>
    <link href="https://gregor.fyi/2025/12/08/neuroinflammation-incretins/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/12/08/neuroinflammation-incretins/</id>
    <published>2025-12-08T12:00:00Z</published>
    <updated>2025-12-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Phase III clinical trials of GLP-1 receptor agonists in early Alzheimer's disease confirm substantial reductions in microglial neuroinflammation and neurofibrillary tangle progression despite modest primary cognitive score deltas, establishing neuroprotective metabolic activity in the brain. <a href="https://www.science.org/content/blog-post/another-glp-1-alzheimer-s-trial">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Empirical Learning Curve Limits</title>
    <link href="https://gregor.fyi/2025/12/04/empirical-learning-curve-limits/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/12/04/empirical-learning-curve-limits/</id>
    <published>2025-12-04T12:00:00Z</published>
    <updated>2025-12-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Brian Potter evaluates Wright’s Law and empirical learning curves across industries: while manufacturing sectors (solar PV, semiconductors, aircraft) consistently exhibit 15–25% cost reductions per doubling of cumulative production, construction and nuclear power experience negative learning curves due to bespoke on-site fabrication and shifting regulatory baselines. <a href="https://www.construction-physics.com/p/how-accurate-are-learning-curves">construction-physics.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>National Capital Accounting</title>
    <link href="https://gregor.fyi/2025/11/16/national-capital-accounting/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/11/16/national-capital-accounting/</id>
    <published>2025-11-16T12:00:00Z</published>
    <updated>2025-11-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Macroeconomists argue for replacing gross domestic product (GDP) with comprehensive wealth accounting: national economic metrics must measure capital stock depletion, environmental degradation, and human cognitive capital depreciation, rather than treating defensive disaster expenditures as positive economic growth. <a href="https://www.nature.com/articles/d41586-025-03721-1">nature.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Commercial Aircraft Cycle Times</title>
    <link href="https://gregor.fyi/2025/11/12/commercial-aircraft-cycle-times/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/11/12/commercial-aircraft-cycle-times/</id>
    <published>2025-11-12T12:00:00Z</published>
    <updated>2025-11-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An economic analysis of commercial aerospace manufacturing, examining why clean-sheet commercial aircraft development cycles have lengthened from 4 years in the 1950s to over 15 years today due to regulatory certification bloat, globalized supply-chain fragmentation, and legacy airframe risk aversion. <a href="https://jordanwtaylor2.substack.com/p/the-aerospace-crystal-ball">jordanwtaylor2.substack.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Space Solar Power: Orbital Hyperscale Data Centers</title>
    <link href="https://gregor.fyi/2007/10/06/space-solar-power/#2025-11-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2007/10/06/space-solar-power/#2025-11-10</id>
    <published>2025-11-10T12:00:00Z</published>
    <updated>2025-11-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2007/10/06/space-solar-power/" href="https://gregor.fyi/2007/10/06/space-solar-power/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2007/10/06/space-solar-power/">Space Solar Power</a>:</em></p>
<blockquote>An evaluation of tech giants' proposals to deploy hyperscale AI compute clusters into low-Earth orbit. Continuous orbital solar flux and radiative cooling directly into the 3 Kelvin vacuum of deep space overcome terrestrial grid power queues once Starship lowers launch costs to under $50/kg. <a href="https://www.nextbigfuture.com/2025/11/tesla-google-nvidia-and-starcloud-in-a-ai-space-race-tesla-future-chips-spacex-starship-are-key.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Pop-Up Micro-Bakery Economics</title>
    <link href="https://gregor.fyi/2025/11/08/pop-up-micro-bakery-economics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/11/08/pop-up-micro-bakery-economics/</id>
    <published>2025-11-08T12:00:00Z</published>
    <updated>2025-11-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An analysis of the hyper-local micro-bakery pop-up phenomenon in Fort Greene, Brooklyn: pastry chefs bypass long-term commercial lease commitments by running shared-kitchen weekend pop-ups, leveraging social media queues to de-risk retail food entrepreneurship. <a href="http://www.grubstreet.com/article/laurel-bakery-amandas-good-morning-cafe-fort-greene-bakeries.html?utm_source=rss&utm_medium=social_acct&utm_campaign=feed-part">grubstreet.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Datacenter Baseload Energy</title>
    <link href="https://gregor.fyi/2025/11/04/datacenter-baseload-energy/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/11/04/datacenter-baseload-energy/</id>
    <published>2025-11-04T12:00:00Z</published>
    <updated>2025-11-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Gigawatt-scale electrical generation and datacenter thermal dissipation have superseded algorithmic theory as the primary pacing constraints for frontier AI, compelling direct integration with advanced nuclear and geothermal baseload infrastructure. <a href="https://marginalrevolution.com/marginalrevolution/2025/11/my-excellent-conversation-with-sam-altman.html">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Compute Overhang Asymmetries</title>
    <link href="https://gregor.fyi/2025/10/20/compute-overhang-asymmetries/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/10/20/compute-overhang-asymmetries/</id>
    <published>2025-10-20T12:00:00Z</published>
    <updated>2025-10-20T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>The concentrated geographic distribution of high-end AI compute clusters mirrors nuclear centrifuge facilities, creating aggressive international supply chain surveillance incentives as compute sovereignty emerges as a primary pillar of national defense. <a href="https://marginalrevolution.com/marginalrevolution/2025/10/jack-clark-on-ai.html?utm_source=rss&utm_medium=rss&utm_campaign=jack-clark-on-ai">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Transformers Out-of-Distribution Limits</title>
    <link href="https://gregor.fyi/2025/10/16/transformers-out-of-distribution-limits/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/10/16/transformers-out-of-distribution-limits/</id>
    <published>2025-10-16T12:00:00Z</published>
    <updated>2025-10-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Sabine Hossenfelder identifies three fundamental architectural limitations of current autoregressive transformers: reliance on static training distributions that prevents true novel inductive generalization, inability to verify factual ground truth without external symbolic engines, and quadratic scaling energy consumption on long-context attention. <a href="http://backreaction.blogspot.com/2025/10/current-ai-models-have-3-unfixable.html">backreaction.blogspot.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Hyperspectral Aerial Metagenomics</title>
    <link href="https://gregor.fyi/2025/10/12/hyperspectral-aerial-metagenomics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/10/12/hyperspectral-aerial-metagenomics/</id>
    <published>2025-10-12T12:00:00Z</published>
    <updated>2025-10-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Aerial and satellite hyperspectral imaging detects plant microbiome shifts and pathogen colonization in shortwave infrared reflectance signatures days before visible leaf wilting, enabling predictive agricultural intervention. <a href="https://www.asimov.press/p/hyperspectral">asimov.press</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Su Filindeu Preservation</title>
    <link href="https://gregor.fyi/2025/10/08/su-filindeu-preservation/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/10/08/su-filindeu-preservation/</id>
    <published>2025-10-08T12:00:00Z</published>
    <updated>2025-10-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>The preservation of Su Filindeu ('the threads of God'), an ancient Sardinian pasta made by repeatedly pulling and folding semolina dough into 256 gossamer-thin parallel strands: requiring an extraordinary feel for ambient humidity, gluten elasticity, and salted-water hydration, it remains one of the world's most physically demanding artisanal craft traditions. <a href="https://feedly.com/i/entry/zAQGqkO81irNAGq27QJzmIMEQGWmAp0js0Jq1YcCss8=_199f44cfac9:127e9c:fe5bf740">feedly.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Fly-By-Wire Retrofits</title>
    <link href="https://gregor.fyi/2025/10/04/fly-by-wire-retrofits/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/10/04/fly-by-wire-retrofits/</id>
    <published>2025-10-04T12:00:00Z</published>
    <updated>2025-10-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Sikorsky and DARPA successfully converted a standard UH-60 Black Hawk helicopter into a fully autonomous uncrewed aircraft in 10 months using the MATRIX autonomy kit. The retrofitted fly-by-wire system executes low-altitude tactical resupply and casualty evacuations in contested environments without human intervention. <a href="https://www.nextbigfuture.com/2025/10/black-hawk-converted-into-an-unmanned-drone-in-10-months.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Micro-Roastery Real Estate</title>
    <link href="https://gregor.fyi/2025/09/16/micro-roastery-real-estate/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/09/16/micro-roastery-real-estate/</id>
    <published>2025-09-16T12:00:00Z</published>
    <updated>2025-09-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An examination of specialized micro-roasteries and bespoke coffee boutiques taking over high-density Manhattan retail spaces, analyzing how precision temperature-controlled single-origin offerings sustain high profit margins despite soaring urban commercial rents. <a href="http://www.grubstreet.com/article/step-into-the-brewtique.html?utm_source=rss&utm_medium=social_acct&utm_campaign=feed-part">grubstreet.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Wow! Signal and Magnetar Masers</title>
    <link href="https://gregor.fyi/2025/09/12/wow-signal-magnetar-masers/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/09/12/wow-signal-magnetar-masers/</id>
    <published>2025-09-12T12:00:00Z</published>
    <updated>2025-09-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Re-evaluating the 1977 Ohio State Wow! signal against modern astrophysical surveys: astronomical data suggests the narrow-band 1420 MHz burst could have originated from a rare hydrogen cloud maser flare stimulated by a distant soft gamma repeater or magnetar outburst rather than artificial extraterrestrial transmission. <a href="https://avi-loeb.medium.com/was-the-wow-signal-emitted-from-3i-atlas-d18d4f0d1f1e">avi-loeb.medium.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Starship: Starship Raptor V3 Upgrades</title>
    <link href="https://gregor.fyi/2019/03/19/starship/#2025-09-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2019/03/19/starship/#2025-09-10</id>
    <published>2025-09-10T12:00:00Z</published>
    <updated>2025-09-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2019/03/19/starship/" href="https://gregor.fyi/2019/03/19/starship/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2019/03/19/starship/">Starship</a>:</em></p>
<blockquote>SpaceX unveiled the Raptor 3 rocket engine, achieving 280 tons of thrust while stripping away external plumbing and sensors through internal 3D-printed regeneratively cooled channels. The redesign eliminates the need for heat shields around the engine bay and simplifies rapid turnaround between orbital launches. <a href="https://www.nextbigfuture.com/2025/09/205681.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Modular Diner Preservation</title>
    <link href="https://gregor.fyi/2025/09/08/modular-diner-preservation/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/09/08/modular-diner-preservation/</id>
    <published>2025-09-08T12:00:00Z</published>
    <updated>2025-09-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Food historian Robert Sietsema documents the architecture and cultural preservation of prefabricated mid-century diners in New York City. Manufactured in New Jersey and moved by flatbed truck, these streamlined stainless steel diners embody mid-century modular industrial design and immigrant culinary integration. <a href="https://robertsietsema.substack.com/p/my-favorite-nyc-diners-right-now">robertsietsema.substack.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Rogue Wave Physics</title>
    <link href="https://gregor.fyi/2025/09/04/rogue-wave-physics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/09/04/rogue-wave-physics/</id>
    <published>2025-09-04T12:00:00Z</published>
    <updated>2025-09-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Oceanographers and non-linear physicists confirmed that oceanic rogue waves form through modulational instability—the Benjamin-Feir instability—where non-linear interactions cause small ocean wave trains to spontaneously borrow energy from surrounding waves, concentrating amplitude into a colossal single wave in seconds without requiring bathymetric seabed triggers. <a href="https://nautil.us/rogue-wave-mystery-solved-1236928/">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Sterile Microfluidic Lyophilization</title>
    <link href="https://gregor.fyi/2025/08/12/sterile-microfluidic-lyophilization/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/08/12/sterile-microfluidic-lyophilization/</id>
    <published>2025-08-12T12:00:00Z</published>
    <updated>2025-08-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Inventor Dean Kamen demonstrated a breakthrough continuous automated manufacturing platform for shelf-stable room-temperature vaccines. By using precision acoustic droplet ejectors and flash lyophilization, the machine produces room-temperature stable, dry-powder vaccines at cents per dose, completely bypassing the cold-chain bottleneck in developing nations. <a href="https://www.flickr.com/photos/jurvetson/54724916801">flickr.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Constructor Theory: Constructor Theory Time</title>
    <link href="https://gregor.fyi/2021/05/01/constructor-theory/#2025-08-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2021/05/01/constructor-theory/#2025-08-10</id>
    <published>2025-08-10T12:00:00Z</published>
    <updated>2025-08-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2021/05/01/constructor-theory/" href="https://gregor.fyi/2021/05/01/constructor-theory/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2021/05/01/constructor-theory/">Constructor Theory</a>:</em></p>
<blockquote>Sabine Hossenfelder examines David Deutsch and Chiara Marletto’s constructor theory formulation of time and thermodynamics. By formulating physical law in terms of which physical transformations are possible and which are impossible, constructor theory derives the thermodynamic arrow of time from reversible microscopic physics without invoking ad-hoc cosmological initial conditions. <a href="http://backreaction.blogspot.com/2025/08/constructor-theory-explains-origin-of.html">backreaction.blogspot.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Battery production scaling: Grid-Scale Energy Buffers</title>
    <link href="https://gregor.fyi/2017/01/31/battery-production-scaling/#2025-08-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2017/01/31/battery-production-scaling/#2025-08-10</id>
    <published>2025-08-10T12:00:00Z</published>
    <updated>2025-08-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2017/01/31/battery-production-scaling/" href="https://gregor.fyi/2017/01/31/battery-production-scaling/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2017/01/31/battery-production-scaling/">Battery production scaling</a>:</em></p>
<blockquote>An analysis of battery storage as the critical buffer in modern industrial infrastructure: rapid manufacturing scale and chemistry improvements in LFP and sodium-ion batteries provide the sub-second frequency regulation and diurnal energy buffering necessary to maintain electric grid stability under high intermittent renewable penetration. <a href="https://www.worksinprogress.news/p/the-beauty-of-batteries">worksinprogress.news</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Indian Civil Service Rent-Seeking</title>
    <link href="https://gregor.fyi/2025/08/08/indian-civil-service-rent-seeking/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/08/08/indian-civil-service-rent-seeking/</id>
    <published>2025-08-08T12:00:00Z</published>
    <updated>2025-08-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Millions of India's top university graduates spend their peak productive years memorizing trivia for low-odds civil service exams in coaching hubs like Kota, illustrating massive rent-seeking human capital dissipation generated by state-dominated economies. <a href="https://marginalrevolution.com/marginalrevolution/2025/08/the-tragedy-of-indias-government-job-prep-towns.html?utm_source=rss&utm_medium=rss&utm_campaign=the-tragedy-of-indias-government-job-prep-towns">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Busy Beaver 5 Decidability</title>
    <link href="https://gregor.fyi/2025/08/04/busy-beaver-5-decidability/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/08/04/busy-beaver-5-decidability/</id>
    <published>2025-08-04T12:00:00Z</published>
    <updated>2025-08-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Theoretical computer scientists and a collaborative team of mathematicians formally resolved BB(5)—the maximum number of steps a 5-state Turing machine can execute before halting (exactly 47,176,870 steps). The formal Coq proof verified the behavior of billions of candidate machines, marking the boundary where computer program verification remains computable. <a href="https://www.quantamagazine.org/busy-beaver-hunters-reach-numbers-that-overwhelm-ordinary-math-20250822/">quantamagazine.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>AI Physical Logistics</title>
    <link href="https://gregor.fyi/2025/07/16/ai-physical-logistics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/07/16/ai-physical-logistics/</id>
    <published>2025-07-16T12:00:00Z</published>
    <updated>2025-07-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Austin Vernon analyzes how multimodal AI vision models and automated routing algorithms impact physical transportation infrastructure. Rather than autonomous vehicles eliminating human drivers overnight, AI's biggest productivity gains emerge from optimizing backhaul freight matching, dynamic yard management, and automated warehousing throughput. <a href="https://austinvernon.site/blog/ailogistics.html">austinvernon.site</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Clonal Hematopoiesis in Atherosclerosis</title>
    <link href="https://gregor.fyi/2025/07/12/clonal-hematopoiesis-atherosclerosis/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/07/12/clonal-hematopoiesis-atherosclerosis/</id>
    <published>2025-07-12T12:00:00Z</published>
    <updated>2025-07-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Somatic mutations in hematopoietic stem cells driving clonal hematopoiesis of indeterminate potential (CHIP) double cardiovascular disease risk independent of cholesterol: mutated circulating macrophages hyper-secrete inflammatory cytokines, accelerating arterial plaque progression. <a href="https://www.science.org/content/blog-post/new-cause-of-atherosclerosis">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Sleep: How the brain wakes up from sleep — and produces that morning feeling</title>
    <link href="https://gregor.fyi/2007/08/22/sleep/#2025-07-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2007/08/22/sleep/#2025-07-10</id>
    <published>2025-07-10T12:00:00Z</published>
    <updated>2025-07-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2007/08/22/sleep/" href="https://gregor.fyi/2007/08/22/sleep/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2007/08/22/sleep/">Sleep</a>:</em></p>
<blockquote>Functional neuroimaging during awakening tracks the phased reactivation of the salience and default mode networks, identifying the specific neural state shifts that resolve morning sleep inertia. <a href="https://www.nature.com/articles/d41586-025-02225-2">nature.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Diffusion Compositionality Calibration</title>
    <link href="https://gregor.fyi/2025/07/08/diffusion-compositionality-calibration/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/07/08/diffusion-compositionality-calibration/</id>
    <published>2025-07-08T12:00:00Z</published>
    <updated>2025-07-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Modern diffusion and multimodal autoregressive architectures reliably parse and render complex spatial-relational prompts, confirming that generative vision systems acquire true relational compositionality rather than superficial pixel blending. <a href="https://www.astralcodexten.com/p/now-i-really-won-that-ai-bet">astralcodexten.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Neanderthal Culinary Traditions</title>
    <link href="https://gregor.fyi/2025/07/04/neanderthal-culinary-traditions/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/07/04/neanderthal-culinary-traditions/</id>
    <published>2025-07-04T12:00:00Z</published>
    <updated>2025-07-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Microscopic and chemical residue analysis on charred food remains from Shanidar Cave in Iraq showed that Neanderthals prepared complex, multi-ingredient cooked meals combining crushed wild mustard seeds, wild legumes, and roasted plant tubers. The intentional blending of bitter herbs for flavor demonstrates that culinary culture predates Homo sapiens. <a href="https://nautil.us/neanderthals-might-have-shared-family-recipes-1224982/">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Frontier AI Threat Intelligence</title>
    <link href="https://gregor.fyi/2025/06/16/frontier-ai-threat-intelligence/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/06/16/frontier-ai-threat-intelligence/</id>
    <published>2025-06-16T12:00:00Z</published>
    <updated>2025-06-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Analysis of state-sponsored influence campaigns attempting to leverage frontier models for automated spear-phishing, polymorphic malware generation, and synthetic social astroturfing: operational telemetry demonstrates that multi-turn model guardrails consistently force attackers into high-latency manual workarounds. <a href="https://openai.com/global-affairs/disrupting-malicious-uses-of-ai-june-2025">openai.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Autonomous Urban Redesign</title>
    <link href="https://gregor.fyi/2025/06/12/autonomous-urban-redesign/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/06/12/autonomous-urban-redesign/</id>
    <published>2025-06-12T12:00:00Z</published>
    <updated>2025-06-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Urban planners analyze algorithmic and computational land reallocation: using automated cadastral re-parcellation and land-readjustment protocols, growing cities can redraw messy, fragmented property boundaries to install public transit corridors and utilities without protracted eminent domain litigation. <a href="https://www.worksinprogress.news/p/how-to-redraw-a-city">worksinprogress.news</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Battery production scaling: Solar Capital Taxation</title>
    <link href="https://gregor.fyi/2017/01/31/battery-production-scaling/#2025-06-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2017/01/31/battery-production-scaling/#2025-06-10</id>
    <published>2025-06-10T12:00:00Z</published>
    <updated>2025-06-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2017/01/31/battery-production-scaling/" href="https://gregor.fyi/2017/01/31/battery-production-scaling/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2017/01/31/battery-production-scaling/">Battery production scaling</a>:</em></p>
<blockquote>Energy analyst Austin Vernon models the distortionary effects of proposed capital taxes on utility-scale solar and battery infrastructure. Because solar power is nearly 100% upfront capital expenditure with near-zero marginal fuel costs, even modest property or capital taxes heavily penalize clean energy compared to fuel-burning natural gas turbines. <a href="https://marginalrevolution.com/marginalrevolution/2025/06/austin-vernon-on-taxes-on-solar-from-my-email.html?utm_source=rss&utm_medium=rss&utm_campaign=austin-vernon-on-taxes-on-solar-from-my-email">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Pleistocene Siberian Dispersal</title>
    <link href="https://gregor.fyi/2025/06/08/pleistocene-siberian-dispersal/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/06/08/pleistocene-siberian-dispersal/</id>
    <published>2025-06-08T12:00:00Z</published>
    <updated>2025-06-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Ancient DNA extracted from Denisova and Chagyrskaya Caves in the Altai Mountains revealed that Neanderthals made multiple migrations spanning over 2,000 miles across the Eurasian steppe during warm interglacial windows, adapting their lithic tool industries to hunt steppe bison and horses in harsh subarctic environments. <a href="https://nautil.us/how-neanderthals-got-to-siberia-1219065/">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Myostatin Inhibition with Incretins</title>
    <link href="https://gregor.fyi/2025/06/04/myostatin-inhibition-with-incretins/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/06/04/myostatin-inhibition-with-incretins/</id>
    <published>2025-06-04T12:00:00Z</published>
    <updated>2025-06-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Biotech clinical trials demonstrated that pairing GLP-1 receptor agonists with monoclonal antibodies inhibiting myostatin (bimagrumab/trevogrumab) produces dramatic body composition shifts: patients lost 25% of body fat while simultaneously gaining lean skeletal muscle mass, overcoming the primary sarcopenic side-effect of modern anti-obesity therapies. <a href="https://www.nextbigfuture.com/2025/06/finally-miracle-combo-weight-loss-and-muscle-growth-without-steroids.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Skyscraper Height Economics</title>
    <link href="https://gregor.fyi/2025/05/16/skyscraper-height-economics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/05/16/skyscraper-height-economics/</id>
    <published>2025-05-16T12:00:00Z</published>
    <updated>2025-05-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Brian Potter examines the economic limits of supertall skyscrapers: while modern structural engineering can build kilometer-high towers, commercial viability peaks at 60–80 stories. Beyond this height, the exponential volume consumed by elevator shafts, structural dampening cores, and wind-load bracing destroys rentable floor area efficiency. <a href="https://www.worksinprogress.news/p/why-skyscrapers-are-so-short">worksinprogress.news</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Extremophile Appliance Biofilms</title>
    <link href="https://gregor.fyi/2025/05/12/extremophile-appliance-biofilms/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/05/12/extremophile-appliance-biofilms/</id>
    <published>2025-05-12T12:00:00Z</published>
    <updated>2025-05-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Microbiologists analyzing residential dishwashers identified hyper-polyextremotolerant black yeasts (Exophiala dermatitidis) thriving under cyclical heat shock, high alkalinity, and synthetic detergents. These human-engineered artificial extreme environments accelerate evolutionary selection for resilient fungal pathogens capable of colonizing immunocompromised patients. <a href="https://nautil.us/your-dishwasher-could-harbor-the-next-chonkus-1213438/">nautil.us</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Minimal life: Carlson Curves in 2025</title>
    <link href="https://gregor.fyi/2002/11/22/minimal-life/#2025-05-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2002/11/22/minimal-life/#2025-05-10</id>
    <published>2025-05-10T12:00:00Z</published>
    <updated>2025-05-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2002/11/22/minimal-life/" href="https://gregor.fyi/2002/11/22/minimal-life/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2002/11/22/minimal-life/">Minimal life</a>:</em></p>
<blockquote>Rob Carlson updates the iconic Carlson Curves tracking DNA sequencing and synthesis productivity. While next-generation sequencing costs have dropped below $100 per human genome, de novo enzymatic gene synthesis is experiencing its steepest cost decline in history, outpacing Moore's Law and democratizing synthetic genome fabrication. <a href="http://www.synthesis.cc/synthesis/2025/5/dna-synthesis-and-sequencing-costs-and-productivity-for-2025">synthesis.cc</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Allogeneic CAR-NK Therapies</title>
    <link href="https://gregor.fyi/2025/05/08/allogeneic-car-nk-therapies/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/05/08/allogeneic-car-nk-therapies/</id>
    <published>2025-05-08T12:00:00Z</published>
    <updated>2025-05-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Clinical trials of off-the-shelf allogeneic CAR-NK (natural killer) cell therapies demonstrate durable remissions in relapsed/refractory Hodgkin’s lymphoma patients without causing graft-versus-host disease or cytokine release syndrome, establishing a scalable alternative to autologous CAR-T manufacturing. <a href="https://www.science.org/content/blog-post/new-cell-therapy-resistant-hodkins-patients">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Emergent Norms in Multi-Agent LLMs</title>
    <link href="https://gregor.fyi/2025/05/04/emergent-norms-multi-agent-llms/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/05/04/emergent-norms-multi-agent-llms/</id>
    <published>2025-05-04T12:00:00Z</published>
    <updated>2025-05-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Decentralized populations of LLM agents interacting in economic and coordination games spontaneously evolve shared behavioral conventions and linguistic dialects without centralized governance, demonstrating that social norms emerge naturally from repeated cooperative game-theoretic equilibria. <a href="https://www.nature.com/articles/d41586-025-01500-6">nature.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Observational Nutritional Epidemiology</title>
    <link href="https://gregor.fyi/2025/04/16/observational-nutritional-epidemiology/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/04/16/observational-nutritional-epidemiology/</id>
    <published>2025-04-16T12:00:00Z</published>
    <updated>2025-04-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>A methodological critique of observational nutritional epidemiology, showing that food frequency questionnaires produce effect sizes indistinguishable from residual socioeconomic and lifestyle confounding. The analysis warns against basing public health dietary guidelines on non-randomized observational correlations. <a href="https://www.cremieux.xyz/p/nutrition-beliefs-are-just-so-stories">cremieux.xyz</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Reciprocal Drug Approval</title>
    <link href="https://gregor.fyi/2025/04/12/reciprocal-drug-approval/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/04/12/reciprocal-drug-approval/</id>
    <published>2025-04-12T12:00:00Z</published>
    <updated>2025-04-12T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Unilateral reciprocal drug approval—granting automatic domestic marketing clearance to pharmaceuticals and medical devices approved by rigorous peer regulators (EMA, MHRA, PMDA)—would eliminate redundant clinical trials and terminate lethal administrative delays. <a href="https://marginalrevolution.com/marginalrevolution/2025/04/a-blueprint-for-fda-reform.html">marginalrevolution.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Starship: Point-to-Point Starship Logistics</title>
    <link href="https://gregor.fyi/2019/03/19/starship/#2025-04-10" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2019/03/19/starship/#2025-04-10</id>
    <published>2025-04-10T12:00:00Z</published>
    <updated>2025-04-10T12:00:00Z</updated>
    <thr:in-reply-to ref="https://gregor.fyi/2019/03/19/starship/" href="https://gregor.fyi/2019/03/19/starship/" type="text/html"/>
    <content type="html"><![CDATA[<p class="update-context"><em>Update to <a href="https://gregor.fyi/2019/03/19/starship/">Starship</a>:</em></p>
<blockquote>An engineering model of SpaceX's point-to-point suborbital Starship transport for military and high-value cargo: delivering 100+ tons of payload anywhere on Earth within 45 minutes requires dedicated offshore floating spaceports and automated cryogenic methane refueling, redefining global logistics kinetics. <a href="https://www.nextbigfuture.com/2025/04/spacex-starship-global-cargo-logistics-and-fuel.html">nextbigfuture.com</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Microdroplet Interface Chemistry</title>
    <link href="https://gregor.fyi/2025/04/08/microdroplet-interface-chemistry/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/04/08/microdroplet-interface-chemistry/</id>
    <published>2025-04-08T12:00:00Z</published>
    <updated>2025-04-08T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Spontaneous electric fields reaching 10^9 V/m at the air-water interface of microdroplets accelerate chemical reactions by up to a million-fold compared to bulk solution, enabling spontaneous abiotic generation of hydrogen peroxide and organic synthesis without external catalysts or applied voltages. <a href="https://www.science.org/content/blog-post/what-s-going-water-droplets">science.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Convergent Avian Pallium</title>
    <link href="https://gregor.fyi/2025/04/04/convergent-avian-pallium/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/04/04/convergent-avian-pallium/</id>
    <published>2025-04-04T12:00:00Z</published>
    <updated>2025-04-04T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>Comparative neuroanatomists mapped the nuclear brain architecture of corvids and parrots, discovering that advanced cognitive reasoning, causal inference, and recursive tool use evolved independently in avian pallium structures lacking the mammalian 6-layered neocortex, demonstrating that complex intelligence can arise from fundamentally different neural architectures. <a href="https://www.quantamagazine.org/intelligence-evolved-at-least-twice-in-vertebrate-animals-20250407/">quantamagazine.org</a></blockquote>]]></content>
  </entry>
  <entry>
    <title>Compounded Semaglutide Economics</title>
    <link href="https://gregor.fyi/2025/03/16/compounded-semaglutide-economics/" rel="alternate" type="text/html"/>
    <id>https://gregor.fyi/2025/03/16/compounded-semaglutide-economics/</id>
    <published>2025-03-16T12:00:00Z</published>
    <updated>2025-03-16T12:00:00Z</updated>
    <content type="html"><![CDATA[<blockquote>An empirical analysis of FDA drug shortage compounding regulations and active pharmaceutical ingredient (API) gray markets: compounding pharmacies exploited statutory shortage carve-outs to synthesize and distribute generic semaglutide and tirzepatide at $50/month, undermining Novo Nordisk's and Eli Lilly's $1,000/month monopoly list prices. <a href="https://www.cremieux.xyz/p/how-to-get-cheap-ozempic">cremieux.xyz</a></blockquote>]]></content>
  </entry>
</feed>