Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 5 days ago • 41
An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning Paper • 2609.35505 • Published 4 days ago • 21
RayOrch: Programming and Executing Lineage-Controlled Multi-Grain Dataflows for Foundation-Model Data Preparation Paper • 2609.18703 • Published 16 days ago • 54
Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings Paper • 2609.25165 • Published 11 days ago • 76
BI-Agent and BI-Bench: Towards Automating End-to-End Business Intelligence Paper • 2609.20886 • Published 16 days ago • 30
Emergent Collusion in Long-Horizon LLM Agent Interaction Paper • 2609.24967 • Published 11 days ago • 19
GameHorizon Suite: Multi-Horizon Data and Evaluation in Gameplay Paper • 2609.25001 • Published 11 days ago • 131
MintAct: A Unified Visual Agent for Digital Environments Paper • 2609.22083 • Published 14 days ago • 35
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Paper • 2609.17488 • Published 17 days ago • 813
Training Specialist Models without Reasoning Trajectories for Domain Expert Distillation Paper • 2609.13770 • Published 20 days ago • 9
ReactHuman: A Physics-Grounded Benchmark for Human-Like Reactive Decision-Making in Embodied Multimodal LLMs Paper • 2609.10895 • Published 23 days ago • 54
Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation Paper • 2609.11115 • Published 22 days ago • 173
WearableQA: A Benchmark for Health Reasoning over Real-World Wearable Data Paper • 2609.05405 • Published 28 days ago • 45
SWE-Bench Pro Verified: A Reliable Benchmark for Software Engineering Agents Paper • 2609.08149 • Published 24 days ago • 28
GE-Act 2.0: Pretraining and Scaling a World-Action Model for Robotic Manipulation Paper • 2609.05588 • Published 28 days ago • 57
NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness Paper • 2609.08183 • Published 24 days ago • 327
Safety for Whom? Boundary-Aware Self-Distillation for Controlled LLM Safety Refusal Paper • 2609.04482 • Published 29 days ago • 11