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More accurate 3D scene completion doesn't reliably improve autonomous robot exploration鈥攗nsupported neural hallucinations quietly sabotage navigation planners unless continuously gated against real-time sensor observations.
Radiology image-text retrieval gets a dose of trustworthiness with MedProbCLIP, which uses probabilistic embeddings to quantify uncertainty and improve reliability in high-stakes clinical applications.
