TRACES: A Benchmark for Epistemic Reliability in Scientific Reasoning by LLMs

arXiv 2608.11415de06b482f0e6de94f4d7172905f0c96ee631af028dd83bc67e6609525354f87c
AI governanceAI safetyLLM agentsacademic researcharXivdata provenanceepistemic reliabilityinformation retrievallarge language modelsmultimodal retrievalrecommender systemsscientific integrity

Paper metadata

arXiv ID
2608.11415
Version
Not specified by this published record
Category
Computer Science — Information Retrieval (cs.IR)

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Evidence and limitations

Source ID
arxiv_cs_ir
Record identifier
de06b482f0e6de94f4d7172905f0c96ee631af028dd83bc67e6609525354f87c
Enrichment time
2026-08-13T08:52:09Z
AI-assisted enrichment
Yes

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