Bounds, Decompositions and Null Behaviour of KRATOS: A Mathematical Specification of a Recognition-Comparability Diagnostic
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MASBench: Benchmarking LLM-based Multi-Agent Collaboration under Partial Observability
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Not Self-Decidable: LLMs Cannot Draw the Boundary of What an Agent Verifier Can Check
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Learning to Clarify Underspecified Intents Under Limited Interaction
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Toward a Locally Deployable Agentic Co-Scientist: Small-Model Planning for Early-Stage Drug Discovery
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Frozen in a Frame: The Velocity Blind Spot in JEPA World Models
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WASP: Weakly Aligned Spatiotemporal Pairs for Fetal Brain MRI-Ultrasound Learning
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Organize Primitives into Semantic Parts: Reinforcement Reasoning for 3D Segmentation
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ConEx: Human-Interpretable Saliency Maps via Concept-Aware Attribution
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Checkable NTK Positivity and Finite-Width Gradient Descent for Scalar- and Vector-Valued PINNs with Strong-Form, Weak-Form, and Nonlocal Linear Constraints
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Sparse-View 4D Gaussian Splatting via Spatiotemporal Priors and Generative Assistance
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A Bird's-Eye View of Iterative Reward Design
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