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Manu Agrawal

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#artificial intelligence Preprint Sep 2026

Substrate-Aware AI Agents: Execution Context as a First-Class Input

A minimal execution contract induces proactive structural adaptation in generated programs, shifting computation away from unconstrained allocations and substantially improving observed resource-time profiles before execution, establishing a controlled proof of concept for substrate-aware agent planning.

Manu Agrawal · 0 citations

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