ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems
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Noticias de IA
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Extending Ontologies: From Dense Embeddings to Hybrid Quantum-Fuzzy Systems
InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs
Distilling LLM Reasoning into an Interpretable Policy Tree for Human-AI Collaboration
PAEC: Position-Aware Entropy Calibration for LLM Reasoning in RLVR
AgentTrust: A Self-Improving Trust Layer for AI-Agent Actions
Scaffold Effects on GAIA: A Controlled Comparison
Standpoint Logics with Defeasible Beliefs
STAR: Rethinking MoE Routing as Structure-Aware Subspace Learning
Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models
UniQL: Towards Dialect-Universal Benchmarking for Text-to-SQL
VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation
Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs
ZIPP:Zero-shot Image Personalization from Personas
PAFO: Pareto Fairness Optimization for Personalized Reward Modeling
FAME: Forecastability-Aware Mixture of Experts for Heterogeneous Time Series Forecasting
Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs
Stress-testing medical large language models reveals latent safety pathology beyond bench…
EditSR: Enhancing Neural Symbolic Regression via Edit-based Rectification
Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided …
The AI Epistemic Deference Index: A Continuous Measure of Sycophancy
Overcoming the Regulatory Bottleneck via Agent-to-Agent Protocols: A Nuclear Case Study
Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human
When No Answer Is Correct: Diagnosing Absent Answer Detection for MLLMs in Video Understa…
SciTrace: Trajectory-Aware Safety Reasoning for Scientific Discovery Agents
SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection
Think Before You Act: Intention-Guided Reasoning for LLM-Based Location Prediction
When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM In…
A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology
SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows