Anthropic publishes three internal metrics to track how much AI research is done by AI


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Promote with Leviathan NewsAnthropic has released a set of internal measurements aimed at making the pace of AI development more transparent to the public, covering three areas: how much AI R&D is performed by AI itself, how effectively AI agents are overseen, and how compute is allocated. The company shared a snapshot of these metrics from its own operations and says any frontier developer could publish equivalent measures, with third-party verification possible. Anthropic argues the gap between what frontier labs and the public know should be minimized as society weighs how to pace frontier development.
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AI systems are getting more powerful, and they're increasingly being used to build the next version of themselves. We want to illuminate that progress for the public. Today, we're sharing three measurements that help track AI development: 1. How much AI R&D is done by AI. 2. How…
ANTHROPIC SAID ITS MEASUREMENTS WILL FOCUS ON HOW AI MODELS ARE BUILT AND DEVELOPED, WITH THE DATA SHARED TO HELP TRACK PROGRESS; CLAUDE ACCOUNTED FOR 26% OF AI R&D USE AS OF AUGUST 2026.
Claude now leads 26% of Anthropic's own internal AI research, up from under 1% earlier this year. Roughly 30,000 agents are doing research and engineering work inside Anthropic at any single moment, and monitors block 1 in every 47,000 actions across a billion decisions. Only… https://t.co/iRKKsR2bo2
ANTHROPIC SAYS CLAUDE NOW “LEADS” 26% OF ITS OWN AI R&D Anthropic also disclosed that roughly 6% of its AI R&D compute goes to safety work, rising to about 12% for AI-driven AI R&D. As of August, Claude can complete most of the work end-to-end from a high-level prompt for 26%…
JUST IN: Anthropic says Claude now leads 26% of its AI research and development. The share rose from about 1% in March. Over 90% of R&D now has AI collaborating or leading. About 30,000 agents run at once; every action is screened. Not fully autonomous yet.
February 2026: Claude led less than 1% of Anthropic's own AI R&D. August 2026: 26%. Claude now does over 90% of the work. And honestly it's a little terrifying that we are only seeing this now, because nobody outside these labs has had any way to check. – 30,000 agents are… https://t.co/jeDmT2duwt
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