Sign inGet started
Paper · arXiv

Proof-Carrying Certificates for LLM Pipelines: A Trust-Boundary Architecture

We present a framework for verifying the deterministic structured computations surrounding a large language model rather than the model itself, extending a Lean 4 trust-boundary architecture to the generic interfaces of modern LLM pipelines. Certificate validity is a Lean 4 kernel type-check plus a sorry-free transitive axiom audit against the trusted set {propext, Classical.choice, Quot.sound}; other assumptions are declared and partitioned by tier (mathematical placeholders, cryptographic assumptions, ML/human oracles). The technical contribution comprises three local certificate families and two operators. The families are conflict-aware bilattice grounding (with an emission-gate sound...

AuthorsGeorge Koomullil
Primary categorycs.LO
Published13 May 2026
Last updated at source13 May 2026
cs.LOcs.CLcs.CRcs.PL
Embed this entry
<iframe src="https://silytics.si/embed/item/701f4256-19e0-4541-890a-46cf5e5d0f3b" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Silytics shows public metadata from arXiv and links to the original. Information may be incomplete or out of date. Last refreshed 17 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.