More specialist model contexts do not beat tool evidence in assurance tests
Across 13,638 requests, extra contexts raised token use without safer clearances, and raw verifier feedback also increased incorrect verdicts.
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Across 13,638 requests, extra contexts raised token use without safer clearances, and raw verifier feedback also increased incorrect verdicts.
EquivSVA provides 120 verified RTL behavior families to test whether LLM assertions capture observable behavior.
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.
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