PremiseCheck fact-checks peer reviews at about half frontier cost
An LLM rewrites comments as premises, then a decision model checks each premise against the paper.
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To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech
VeriSpeak tests whether audio language models can verify 3,879 spoken claims, with retrieval plus reasoning reaching 86.1%.