DAREBench: Deployment-Aware and Reliable Evaluation of Models as Agents
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Noticias de IA
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Agentic Pressure: The Endogenous Entropy of Reliable Autonomy
Exposing Weaknesses in Emotion Recognition in Conversations
Generator-Independent Runtime Assurance under Partial Observation
Generating Instance Generators in PDDL Planning
From Concentration to Differentiation and Back: Routing Effective Rank in MoE Reasoning C…
Learning Counterfactual World Models for Embodied Reasoning under Partial Observability
Beyond Final Decisions: A Process-Centric Benchmark for Transparent AI-Assisted Peer Revi…
AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories
When and Why LLM Causal Priors Help: Closed-Loop Prior Selection for Amortized Causal Inf…
Scoring Without the Engine: Validating a Deterministic, Manipulation-Resistant Content Sc…
Multiple Myeloma Lesion Segmentation on Whole-Body Diffusion-Weighted Imaging via Efficie…
CUSP: Decomposable Collective Uncertainty for Multi-Agent Multimodal Reasoning
Recovering Temporal and Geographic Signals from Language Model Embeddings
Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors
Beyond Prompts: Measuring and Optimizing LLM Tool-Agent Harnesses
The convergent laboratory: when AI reasoning, autonomous experiments, high performance an…
Reducing Hallucinations in LLM-based Scientific Literature Analysis Using Peer Context Ou…
What LLM Trading Agents Actually Do in Production: A Six-Month, Population-Scale Record f…
The Normalization of Deviance in AI Development
From Monolithic Blending to Agentic Orchestration: Dynamic Response for Conversational As…
Deep belief networks are exact
EnvCraft: Synthesizing Executable Environments in Agentic RL for Claw-like Agent
Distilling Vision-Language Models for On-Device Fire Understanding
More Than Mimicking Reviewers: Evaluating LLMs for Pre-Submission Peer Review
Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-C…
From Where to How: Continuous 4D Interaction Forecasting from Egocentric Video
Neptune: An AI model for Global Ocean Subseasonal Prediction
SynthRCT: Scalable Conditional Deformation Synthesis for Synthetic Repeat CT Generation
SciLitBench: Benchmark and Design Principles for LLM-Powered Systematic Literature Reviews