The Librarian

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AI

The Super Intelligence Scorecard: Which Model Is Best, by Whose Test

A standing page on where Super Intelligence models actually stand, built from the scoreboards the Super Intelligence companies don't run. It covers who leads on human votes versus test batteries, how fast the models are improving, what a point of intelligence costs, how far open models trail, and wh

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AI

Gemini 4 Argon: Google's Benchmarks, Checked

Google DeepMind says Gemini 4 Argon beats Claude Opus 5.5, Claude Fable 5.1 and GPT-6 Astra on 13 of 19 benchmarks. I read the table, the methodology PDF and the independent scoreboards. The wins are real and mostly don't depend on Google grading its own homework, but the human-vote leaderboard and

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Bitcoin

Bitcoin Supply Shock: The Exchange Float

Bitcoin Magazine says the supply of Bitcoin on exchanges just hit a seven-month low and tells you to "plan accordingly." This is a standing page that tracks that number by hand, says which provider it came from, and keeps asking the awkward question: did the coins leave for good, or just for a diffe

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Bitcoin

Twenty-Eight Questions, Nine Thousand Answers

A $15 trillion asset manager footnoted a study saying AI models would save in Bitcoin and spend in stablecoins, and the footnote became a headline. I went to the study. Thirty-six chatbots, twenty-eight distinct questions, and a spread from 91.3% to 18.3% that tells you more about who trained the ch

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Health

GLP-1 Drugs: What the Evidence Shows, Organ by Organ

A standing page on the benefits being claimed for GLP-1 drugs beyond weight loss, sorted by how strong the evidence is: four large randomized trials, one mechanism study, two observational signals, and a new preprint that says semaglutide turned back the proteomic age of the heart by 2 to 4 years.

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