What LLM Forecasters Know but Don't Say: Probing Internal Representations for Calibration and Faithfulness Paper • 2607.08046 • Published 8 days ago • 5
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL Paper • 2607.04412 • Published 12 days ago • 32
UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma Paper • 2607.06987 • Published 9 days ago • 9
AI translation of literary texts is "fine", but readers still prefer human translations Paper • 2606.26040 • Published 23 days ago • 8
Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillation Paper • 2606.29464 • Published 19 days ago • 7
SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History Paper • 2606.08671 • Published 24 days ago • 45
PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation Paper • 2606.30673 • Published 22 days ago • 12
Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking Paper • 2606.15673 • Published Apr 8 • 13
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 127
Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Paper • 2605.30189 • Published May 28 • 9
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players Paper • 2605.28816 • Published May 27 • 431
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation Paper • 2605.25874 • Published May 25 • 105
DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards Paper • 2605.21467 • Published May 20 • 207
TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks Paper • 2605.22535 • Published May 21 • 11
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 238
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 116