New research proposes Latent Critic, a lightweight LoRA adapter that detects and corrects AI agent hallucinations in real time by restructuring latent uncertainty signals, achieving 0.966 AUROC and over 80% localization accuracy.Source: arXiv cs.LGhttps://arxiv.org/abs/2608.10430#MachineLearning
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