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person

Buck Shlegeris

Chief executive of Redwood Research, working on AI control and monitoring.

Current clusters

leadership3 publishers

ARC Prize puts Astra 37 points below the score OpenAI led with

The same model produced 99.9% in OpenAI's launch post and 62.7% on the benchmark authors' neutral harness, and Astra's input tokens cost double GPT-5.6 Sol's, which leaves the vendor table doing very little work in a purchase decision.

Perspective Coverage

3 publishers
Builder
Builder 27%
Operator
Operator 37%
Investor
Investor 36%

Reality

Evidence66
Adoption32
Hype gap+61
Incentives79
Confidence71