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upvoted 5 papers about 1 month ago

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Paper • 2609.39102 • Published Sep 30 • 150

WorldPlay2: Extending Real-Time Interactive World Models in Control and Horizon

Paper • 2609.35560 • Published Sep 28 • 28

TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces

Paper • 2609.33295 • Published Sep 27 • 62

MassAlloc Attention: Let Attention Allocate Its Own Compute

Paper • 2609.32712 • Published Sep 26 • 26

Post-Training Leaves Behavioral Shadows on Unrelated Decisions

Paper • 2609.29233 • Published Sep 24 • 45

upvoted 8 papers 2 months ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

Paper • 2609.04199 • Published Sep 3 • 56

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published Sep 1 • 88

SHAPE of Chain-of-Thought in Math Reasoning

Paper • 2608.28600 • Published Jun 28 • 30

Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase

Paper • 2608.29310 • Published Aug 29 • 30

DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory

Paper • 2609.00768 • Published Sep 1 • 22

H3-World: Turning Language Understanding into World Control

Paper • 2609.01560 • Published Sep 1 • 54

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published Sep 1 • 63

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published Sep 1 • 153

upvoted 4 papers 3 months ago

Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 54

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published Aug 3 • 171

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

Paper • 2608.02023 • Published Aug 3 • 67

Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editing

Paper • 2608.02711 • Published Aug 3 • 46

upvoted a paper 4 months ago

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published Jul 27 • 526

upvoted 2 papers 6 months ago

minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models

Paper • 2605.30263 • Published May 28 • 58

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Paper • 2605.30280 • Published May 28 • 145