AnalysisAI AgentsSeptember 14, 2026

Anthropic talk: same token budget, better scores when agents ask for advice

On a financial-analysis benchmark, an agent that only executed scored 76 with ~600,000 tokens; an agent that spent part of the identical budget consulting a second agent scored 89. Anthropic's Katelyn Lesse and Angela Jiang argue tokens should be assigned distinct jobs.

People · Katelyn Lesse, Angela Jiang

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Anthropic talk: same token budget, better scores when agents ask for advice