#self-improvement
- OpenAI unveils GPT-Red, an internal automated red-teaming model for prompt-injection defense OpenAI research
- DarwinX: Evolving Agent Harnesses Through Natural Selection Salesforce AI Research research
- Ouroboros: A Self-Developing Coding Agent That Evolves Its Own Harness Through Reviewed Commits research
- Ctx2Skill: Self-Improving Framework for Autonomous Context-Skill Discovery in LLMs research
- Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Horizon Research, Frontis.AI, Tsinghua University research
- Progressive Agent Skill Generation via Reinforcement Learning (Skill-α) The Chinese University of Hong Kong research
- On-Policy Self-Distillation without Any Supervision research
- Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA research
- Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence Air Embodied Brain (multi-institution, 15 authors) research
- Recursive Self-Improvement in AI: Survey of 1,250 Papers with Verification-Strength Taxonomy research
- KnowAct-GUIClaw: Self-Evolving Memory and Skill Library for Cross-Platform GUI Agents Harbin Institute of Technology research
- Recursive Harness Self-Improvement (RHI): Refining Agent Harnesses from Execution Feedback Sakana AI research
- AREX: Towards a Recursively Self-Improving Agent for Deep Research Beijing Academy of Artificial Intelligence (BAAI) research
- From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement research
- Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Mind Lab research