FMplex: Model Virtualization for Serving Extensible Foundation Models
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Do Video Foundation Models Understand Intuitive Physics? A Layerwise Probing Analysis
Muon Learns More Robust and Transferable Features than Adam
Visual Prompting Meets Feature Reconstruction-Based Anomaly Detection with Dual-Teacher S…
Transition-Based Digital Twin Modelling for Alzheimer's Disease under Sparse Longitudinal…
MC-CPO: Mastery-Conditioned Constrained Policy Optimization for Pedagogically Safe Intell…
The Topological Dual of a Dataset: A Logic-to-Topology Encoding for AlphaGeometry-Style D…
Who Earns the Safety? Intervention-Aware Quantum Predictive Control with Safety Attributi…
FASE: Fast Adaptive Semantic Entropy for Code Quality
AHA-WAM:Asynchronous Horizon-Adaptive World-Action Modeling with Observation-Guided Conte…
Deconstructing Superintelligence: Identity, Self-Modification and Diff\'erance
Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards
An Agency-Transferring Model-Free Policy Enhancement Technique
Executable World Models for ARC-AGI-3 in the Era of Coding Agents
CatalyticMLLM: A Graph-Text Multimodal Large Language Model for Catalytic Materials
When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach
Beyond Rational Illusion: Behaviorally Realistic Strategic Classification
Playing Devil's Advocate: Off-the-Shelf Persona Vectors Rival Targeted Steering for Sycop…
A Geometric Theory of Cognition for Machine Intelligence
Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reason…
Payoff scaling shapes cooperation in LLM agents across languages
Language-based Trial and Error Falls Behind in the Era of Experience
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Web Agents Should Use Typed Actions Instead of Click-Based Browsing
Understanding Benchmark Language Under Weakened Formal Semantics
Large Language Models for Imbalanced Classification: Diversity makes the difference
Advancing Mathematics Research with AI-Driven Formal Proof Search
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
Toward autocorrection of chemical process flowsheets using large language models
Graph-to-SFILES: Control structure prediction from process topologies using generative ar…