self-improvement — AI Digest

18 июл OpenAI unveils GPT-Red, an internal automated red-teaming model for prompt-injection defense OpenAI research
15 авг DarwinX: Evolving Agent Harnesses Through Natural Selection Salesforce AI Research research
12 авг Ouroboros: A Self-Developing Coding Agent That Evolves Its Own Harness Through Reviewed Commits research
5 сен Repo-To-Skill: distilling GitHub repositories into reusable AI skills research
10 сен NeoHorse-1: recursive self-improvement via agentic post-training TokenRhythm research
16 сен Dream-RSI: recursive self-improvement through evolving worlds Google research
6 мая Ctx2Skill: Self-Improving Framework for Autonomous Context-Skill Discovery in LLMs research
2 авг Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Horizon Research, Frontis.AI, Tsinghua University research
5 авг Progressive Agent Skill Generation via Reinforcement Learning (Skill-α) The Chinese University of Hong Kong research
13 авг On-Policy Self-Distillation without Any Supervision research
13 авг Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA research
20 авг Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence Air Embodied Brain (multi-institution, 15 authors) research
17 окт Self-Evolving Agent Harness: Scaffold Self-Improvement with Frozen Model Weights research
9 июл Recursive Self-Improvement in AI: Survey of 1,250 Papers with Verification-Strength Taxonomy research
16 июл KnowAct-GUIClaw: Self-Evolving Memory and Skill Library for Cross-Platform GUI Agents Harbin Institute of Technology research
21 июл Recursive Harness Self-Improvement (RHI): Refining Agent Harnesses from Execution Feedback Sakana AI research
24 июл AREX: Towards a Recursively Self-Improving Agent for Deep Research Beijing Academy of Artificial Intelligence (BAAI) research
3 авг From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement research
11 авг Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Mind Lab research
1 сен Does on-policy distillation really distill? Teacher-free OPSA beats it on AIME24 Purdue University research
1 сен Survey: scaling reasoning models beyond human supervision via a five-level autonomy ladder research
9 сен FlowBalance: verifier-grounded self-improvement for reasoning models research