AI RESEARCH
Uncertainty-Aware Web-Conditioned Scientific Fact-Checking
arXiv CS.AI
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ArXi:2604.11036v1 Announce Type: cross Scientific fact-checking is vital for assessing claims in specialized domains such as biomedicine and materials science, yet existing systems often hallucinate or apply inconsistent reasoning, especially when verifying technical, compositional claims against an evidence snippet under source and cost/latency constraints.