Multi-Agent LLM Orchestration Achieves Deterministic, High-Quality Decision Support for I…
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Noticias de IA
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Can LLMs Discover Scientific Laws in Real and Parallel Worlds?
Prompt-Robust Language Models: Which Training Strategies Work?
Are We There Yet? Assessing Computer-Use Agents for Blind Users' Accessible Interaction w…
EM^2Mem: Event-Centric Multimodal Memory for Large Language Models
A Machine Learning-Driven Solution for Denoising Inertial Confinement Fusion Images
AgentFactory: Towards Automated Agentic System Design and Optimization
FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longi…
A Composable Evaluation System for Reproducible Omni-Modal Foundation Model Evaluation
ARISE-RL: Agentic Rubric-Grounded Iterative Self-Evolution with Reinforcement Learning
Independent Reinforcement Learning in Discounted Markov Games
Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement
SOVER: Formal Certification of Optimization Reformulations via LLM-Assisted SMT Verificat…
H2Table: Hierarchical Hypergraph-Enhanced Large Language Models for Complex Table Reasoni…
Can machines think efficiently?
HBQ: Hierarchical Scaling Block Quantization with Hardware-Efficiency-Aware Design for Ac…
Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy
Latent Recurrent Thoughts: Recurrent Refinement of Proposed Latents for Reasoning with Fr…
Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Expe…
Exploring Collaboration between a language and a non-language agent
(V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement
Runtime-Independent Persistent Agents: Preserving Identity, Memory, and Code Across Model…
Hidden State Poisoning Attacks against Mamba-based Language Models
Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning
Counterfactual Fragility Certificates: Exposing High-Confidence Brittleness under Structu…
Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline …
Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-In…
SARTM: Segment Any RGB Thermal Model with Language aided Distillation
Adapting Without Gradients: Affine Statistics Transport and What Its Certificate Can Tell…
The Alexander-Hirschowitz theorem for neurovarieties