Failure Prediction and Classification in Vision-Language-Action Models Via Calibrated Latent Probing
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Vision-Language-Action models (VLAs) enable general-purpose embodied intelligence, but their performance is brittle under distribution shift, where unanticipated failures
Excerpt from arXiv AI
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arXiv AI. (2026, November 5). Failure Prediction and Classification in Vision-Language-Action Models Via Calibrated Latent Probing. arXiv AI. https://arxiv.org/abs/2611.08425v1
