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CoT Suppression in Spatial UI Tasks
Chain-of-thought reasoning helps most LLM tasks. For spatial UI interaction, it actively hurts — here's what we found and why.
Trust Calibration Without Confidence Scores
VLMs don't reliably report their own confidence. Leith builds trust from behavioral signals instead — and it works better.