METR, an independent evaluator, ran a high-access review at Anthropic from August 12 to October 29, 2026, using internal data on pretraining, reinforcement learning and benchmark scores, and concluded Anthropic is likely improving models on well-specified tasks at around twice its March 2024–October 2025 rate, with high uncertainty.
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