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Kirchhof's Study Teaches AI Agents to Manage Their Own Budgets
A comparison of eleven reward functions reveals how to train LLM agents that respect token, API, and step budgets without an external controller.

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AlphaSignal
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AlphaSignal Newsroom
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A comparison of eleven reward functions reveals how to train LLM agents that respect token, API, and step budgets without an external controller.
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