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Research

ILION: Deterministic Pre-Execution Safety Gates for Agentic AI Systems

Zac Boring March 17, 2026 1 min read
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The proliferation of autonomous AI agents capable of executing real-world actions - filesystem operations, API calls, database modifications, financial transactions - introduces a class of safety risk not addressed by existing content-moderation infrastructure. Current text-safety systems evaluate linguistic content for harm categories such as violence, hate speech, and sexual content; they are architecturally unsuitable for evaluating whether a pr

By Florin Adrian Chitan

Read the full article at ArXiv cs.AI →