Independent analysis cross-checks METR report: Anthropic internal models show ~1.9x capability acceleration

RishiBommasani · x · 2026-11-08

Karthik Tadepalli cross-checked the non-redacted parts of the METR report against public data, finding the public data line up with METR's estimates of capability acceleration on Anthropic's internal models. The chart shows four estimates: public ECI (Bayesian) 1.42x speedup (95% CI 1.24–1.66), public ECI (METR frequentist) 1.64x (1.37–1.99), Anthropic ECI on public models 1.76x (1.34–2.35), and Anthropic ECI on internal models 1.91x (1.50–2.80). The takeaway: Anthropic's AI acceleration is probably real, with the open question being whether bottlenecks will slow the trend.

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