Benjamin Ou

Benjamin Ou

Benjamin Ou is a benchmarking researcher at Epoch AI, exploring how challenging games can be used to evaluate AI capabilities. He previously worked at a private startup designing CPU pipelines for optimized floating-point units. He has a BA in physics and computer science from UC Berkeley.

benjamin.ou@epoch.ai

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By Benjamin Ou

EBR-bench update
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Oct. 7, 2026
EBR-bench update

Updates on EBR-bench, Epoch AI’s benchmark that tests models’ ability to learn from experience. GPT-6 Astra hit a perfect score on over half its EBR-bench attempts by exploiting one overpowered card, which we now ban. Plus multi-agent scaffold results.

By Benjamin Ou and Avery Yen

Can AI learn from experience? EBR-Bench results
Report
Jul. 1, 2026
Can AI learn from experience? EBR-Bench results

Frontier models show no improvement across 30 playthroughs of the board game Earthborne Rangers, scoring far below expert humans. Epoch AI's EBR-bench probes whether AI can learn on the fly.

By Benjamin Ou and Greg Burnham