govllm turns compliance into a runtime metric by routing via accumulated scores from a jury of regulatory LLM judges, with disagreement treated as a human-arbitration signal, validated on 49 annotated pairs showing 51.5-69.1% agreement across four SLMs.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Who judges the judges? Governance from metrics: a runtime framework for continuous LLM compliance monitoring
govllm turns compliance into a runtime metric by routing via accumulated scores from a jury of regulatory LLM judges, with disagreement treated as a human-arbitration signal, validated on 49 annotated pairs showing 51.5-69.1% agreement across four SLMs.