METR: Anthropic's model capability gains have ~2x'd, no bottlenecks observed

corbtt · x · 2026-11-06

Per an METR report shared by corbtt: as of October 2026, Anthropic is likely improving model capabilities on well-specified tasks at 2x the historical rate of March 2024–October 2025 (uncertainty: 1.3x–3x). Much of the acceleration is likely attributable to Anthropic's extensive use of AI for R&D. Crucially, no bottlenecks or strong diminishing returns have been observed, implying risk of even faster acceleration — though important bottlenecks may be missed.

Related event: METR's first internal-data assessment finds AI has roughly doubled Anthropic's R&D speed(39 posts)→

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