Author

Christopher M. Frost

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Review

Withholding the Completing Chunk: Deterministic Pair-Completion Guardrails for Streaming LLM Output

A narrower deterministic construction in which each output-danger signature is the conjunction of two lexical predicates, and before releasing each chunk, the guard scans the accumulated prefix and withholds the first chunk that makes both predicates observable.

Christopher M. Frost · 0 citations

Preprint Aug 2026

Withholding the Completing Chunk: Exact Release-Boundary Equivalence for Production Streaming Guardrails

This work studies a production policy in which each ordered family is the conjunction of two regular-language predicates, and shows that the resulting monitor is release-boundary equivalent to an absorbing cumulative oracle for every policy in the declared grammar.

Christopher M. Frost · 0 citations