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Author

Anand Shah

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#artificial intelligence Preprint Sep 2026

Engineering Simplicity: Simple Mechanism Interfaces Steer LLM Agents

The findings suggest that human-motivated theories of simplicity can inform the design of decision environments for artificial agents and show why scaffolds should be evaluated through realized choices as well as explanations: improvements in one need not appear in the other.

Ke-Hang Zhu, Anand Shah, David C. Parkes · 0 citations

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