Retrieval-Augmented Generation Must Move Beyond Factual Grounding to Represent Diverse Op…
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Noticias de IA
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Controllable and Verifiable Process Data Synthesis for Process Reward Models
SHRED: Retain-Set-Free Unlearning via Self-Distillation with Logit Demotion
Breaking the Chain: A Causal Analysis of LLM Faithfulness to Intermediate Structures
InfoDensity: Rewarding Information-Dense Traces for Efficient Reasoning
Scaling few-shot spoken word classification with generative meta-continual learning
Toto 2.0: Time Series Forecasting Enters the Scaling Era
Scalable Reinforcement Learning via Adaptive Batch Scaling
Detecting Perspective Shifts in Multi-agent Systems
CangLing-KnowFlow: A Unified Knowledge-and-Flow-fused Agent for Comprehensive Remote Sens…
CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents
IDEAL: Leveraging Infinite and Dynamic Characterizations of Large Language Models for Que…
Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granular…
Regret Minimization with Adaptive Opponents in Repeated Games
PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training
In-Context Multiple Instance Learning
Will the Agent Recuse Itself? Measuring LLM-Agent Compliance with In-Band Access-Deny Sig…
Binary Gaussian Copula Synthesis: an LLM-powered data augmentation framework for early di…
PC-Talk: Precise Facial Animation Control for Audio-Driven Talking Face Generation
Human oversight of agentic systems in practice: Examining the oversight work, challenges,…
MAviS: A Multimodal Conversational Assistant For Avian Species
Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summariza…
PSEBench: A Controllable and Verifiable Benchmark for Evaluating LLMs in Patient Safety E…
Macro: Enhancing Multilingual Counterfactual Explanations through Alignment-as-Preference…
A Motivational Architecture for Conversational AGI
RedKnot: Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention
SentinelBench: A Benchmark for Long-Running Monitoring Agents
LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformaliz…
How Far Did They Go? The Persuasive Tactics of Covert LLM Agents in a Discontinued Field …
GITCO: Gated Inference-Time Context Optimization in TSFMs