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cs.AI 1

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2026 1

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UNVERDICTED 1

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  • Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital cs.AI · 2026-04-28 · unverdicted · none · ref 8

    Reliability for onchain LLM agents managing real capital emerges from operating-layer controls such as typed prompts, policy validation, and execution guards, as shown in a large-scale deployment with millions of invocations and high settlement success.