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Collections including paper arxiv:2607.08716

Continual learning

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 89
OpenComputer: Verifiable Software Worlds for Computer-Use Agents

Paper • 2605.19769 • Published May 19 • 67
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation

Paper • 2605.10912 • Published May 11 • 37
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published May 13 • 15

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

Paper • 2607.08716 • Published Jul 9 • 13
LightMem-Ego: Your AI Memory for Everyday Life

Paper • 2607.11487 • Published Jul 13 • 44
SkillOS: Learning Skill Curation for Self-Evolving Agents

Paper • 2605.06614 • Published May 7 • 46

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 39
Flash-KMeans: Fast and Memory-Efficient Exact K-Means

Paper • 2603.09229 • Published Mar 10 • 85
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use

Paper • 2603.11076 • Published Mar 10 • 5
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Paper • 2603.21065 • Published Mar 22 • 80

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

Paper • 2607.08716 • Published Jul 9 • 13

AI Research Papers/Things

A collection of research regarding AI that interests me.

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84
Gemma 4 Technical Report

Paper • 2607.02770 • Published Jul 2 • 85
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published Jul 3 • 35
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published Jul 7 • 20

Continual learning

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 89
OpenComputer: Verifiable Software Worlds for Computer-Use Agents

Paper • 2605.19769 • Published May 19 • 67
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation

Paper • 2605.10912 • Published May 11 • 37
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published May 13 • 15

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

Paper • 2607.08716 • Published Jul 9 • 13

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

Paper • 2607.08716 • Published Jul 9 • 13
LightMem-Ego: Your AI Memory for Everyday Life

Paper • 2607.11487 • Published Jul 13 • 44
SkillOS: Learning Skill Curation for Self-Evolving Agents

Paper • 2605.06614 • Published May 7 • 46

AI Research Papers/Things

A collection of research regarding AI that interests me.

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84
Gemma 4 Technical Report

Paper • 2607.02770 • Published Jul 2 • 85
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published Jul 3 • 35
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published Jul 7 • 20

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 39
Flash-KMeans: Fast and Memory-Efficient Exact K-Means

Paper • 2603.09229 • Published Mar 10 • 85
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use

Paper • 2603.11076 • Published Mar 10 • 5
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Paper • 2603.21065 • Published Mar 22 • 80

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