METR says AI now drives much of AI capability growth, citing staff surveys
Overview
METR says it believes AI capability growth on well-specified tasks as of October 2026 is likely about 2x its pace from March 2024 to October 2025, with a range of 1.3x to 3x that it says it would not find surprising.
METR also says it believes most of the recent acceleration is now driven by AI use in AI R&D, though it is not certain and found no consensus among Anthropic staff. It says non-AI factors likely played a large role in late 2025.
The estimate rests partly on interviews and surveys with METR staff, which METR says are consistent with AI usage driving current acceleration but are very hard to interpret. Staff self-report large productivity gains, but say the most important AI R&D contributions are not yet fully automated.
Written by AI from the articles below · updated Nov 5, 2:04 PM ET
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Developments
3 developments
- Nov 5, 1:36 PM ET · 1 articleMETR reports staff survey findings on AI-driven accelerationMETR: METR says staff surveys are consistent with AI driving current acceleration
- Nov 5, 1:36 PM ET · 1 articleMETR believes AI R&D now drives most of recent capability gainsMETR: METR believes AI R&D now drives most of recent capability gains
- Nov 5, 1:36 PM ET · 1 articleMETR shares its assessment of AI capability growthMETR: METR estimates AI capability growth is about 2x its 2024–2025 pace
Article timeline
The articles in this story. Times are ET.
METR@METR_EvalsOfficialMETR says staff surveys are consistent with AI driving current accelerationAIMETR says interviews and surveys with its staff are consistent with AI usage driving current acceleration, though it calls this evidence very hard to interpret. Staff self-report dramatic productivity gains, but say the most important AI R&D contributions are not yet fully automated.

METR@METR_EvalsOfficialMETR believes AI R&D now drives most of recent capability gainsAIMETR says it believes most of the recent acceleration in AI capability improvement is now driven by AI being used in AI R&D, but it is not certain and found no consensus among Anthropic staff. It says non-AI factors likely played a large role in late 2025.

METR@METR_EvalsOfficialMETR estimates AI capability growth is about 2x its 2024–2025 paceAIMETR says it believes the pace of AI capability growth on well-specified tasks as of October 2026 is likely about 2x its pace from March 2024 to October 2025. METR says it is highly uncertain and would not be surprised by a range of 1.3x to 3x.
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