Northwestern's Zihan Wang introduces BAGEN, finding early stopping based on budget awareness could cut agent token costs by up to 64%

Positive users praise studies on LLM agents underestimating token budgets and express excitement about advancing budget-aware capabilities, while negative users criticize the optimism bias baked into models, founders, and engineers.

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