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upvoted 4 papers 1 day ago

Harness-G: A Graph-Structured Harness for Search Agents

Paper • 2607.27652 • Published 6 days ago • 5

Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

Paper • 2607.27958 • Published 6 days ago • 16

PhiZero: A World Model Built Around Physical Language

Paper • 2607.28624 • Published 6 days ago • 166

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Paper • 2607.28227 • Published 6 days ago • 299

upvoted 6 papers 5 days ago

Memory for Large Language Models

Paper • 2607.25380 • Published 8 days ago • 13

MemHarness: Memory Is Reconstructed, Not Replayed

Paper • 2607.28272 • Published 6 days ago • 15

Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory

Paper • 2607.27919 • Published 6 days ago • 57

Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability

Paper • 2607.26637 • Published 7 days ago • 11

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

Paper • 2607.26784 • Published 7 days ago • 27

Metis: Memory Foundation Model

Paper • 2607.26760 • Published 7 days ago • 267

upvoted a paper 7 days ago

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 9 days ago • 462

upvoted a paper 8 days ago

Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

Paper • 2607.21653 • Published 14 days ago • 32

upvoted 2 papers 9 days ago

Visual Contrastive Self-Distillation

Paper • 2607.21556 • Published 13 days ago • 52

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

Paper • 2607.22529 • Published 12 days ago • 47

upvoted a paper 12 days ago

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

Paper • 2607.16617 • Published 18 days ago • 140

upvoted 2 papers 14 days ago

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

Paper • 2607.17250 • Published 17 days ago • 92

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published 28 days ago • 92

upvoted 2 papers 15 days ago

Recursive Harness Self-Improvement

Paper • 2607.15524 • Published 19 days ago • 25

On-Policy Delta Distillation

Paper • 2607.15161 • Published 20 days ago • 38

upvoted a paper 18 days ago

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities

Paper • 2607.13705 • Published 21 days ago • 45