Althea: The Fact-Checking--Metalearning Tradeoff in AI-Assisted Verification
Althea is introduced, a retrieval-augmented system for user-driven claim evaluation that matches standard pipelines on AVeriTeC while improving supported/refuted discrimination and cautioning against treating AI-delivered verdicts as a source of durable literacy gains.
S. Churina, Kokil Jaidka, A. Barik et al.
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