Tokens Should Have Jobs — Katelyn Lesse & Angela Jiang, Anthropic
Anthropic proposes that tokens should have jobs, not just be spent on execution. By implementing strategies like Advising, Grading, and Dreaming, agents can achieve superior reliability and efficiency within a fixed budget.
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