Independent AI research, benchmarks, and practical insights for capital markets professionals.
Aug 30, 2026
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4 min read
A lab delayed its own weight release over cyber capability. Someone had already registered the repo to strip it out.
Aug 23, 2026
3 min read
SEC, FINRA, FCA, and DFSA all converged on the same message this year: no new AI rulebook is coming. The question is whether you have anything to show when asked.
Aug 16, 2026
Astra's headline wasn't the mathematics. It was the Lean 4 certificates. Meanwhile our newest benchmark says a 30B model on your own hardware matches the frontier on detection — and still can't compute the number.
Aug 9, 2026
2 min read
Three firms went all-in on Anthropic, the White House's AI-benchmarking deadline lapsed, and the SEC is prosecuting AI-washing as fraud. The gap is now a liability.
Aug 2, 2026
Six frontier models on daily P&L reconciliation. "Thinking" stopped predicting who wins — by 28 points.
Jul 26, 2026
Most AI accuracy numbers in capital markets can't be reproduced. We built 1,000 benchmark cases for about $150.
