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M. Rafy

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Preprint Aug 2026

TwinGridShield: Consequence-Aware Runtime Authorization for LLM Grid-Agent Actions

TwinGridShield is presented, a model-independent runtime authorization layer that evaluates each proposed action in a deterministic network twin before release that verifies conformance of the implementation to its encoded authorization predicate rather than safety under model error.

M. Rafy · 0 citations