The Harness of Harnesses • Super Agent: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
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An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.
- evolutionary-algorithms
- rsi-ai
- self-improvement
- llm-agent
RSI-Anything: Unlocking Recursive Self-Improvement with World Models
- jepa
- llm-agents
- recursive-self-improvement
- world-models
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
A framework for continual learning and recursive self-improvement through harness adapter evolution.
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
- agent-evaluation
- agent-harness
- agent-memory
- agent-skills
Scikit-learn for Recursive Self-improvement (RSI). A modular framework for recursive harness evolution.
- meta-learning
- reinforcement-learning
- rsi
- ai-agents
A lightweight Python SDK and CLI for evaluating recursive self-improvement (RSI) methods across agent benchmarks.
A Unified Framework for Efficient RSI Research
- agent
- recursive-self-improvement
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
- agent-framework
- agentic-workflow
- aiforscience
- llm-agents
TranslatedA guide to avoiding scams in the human world: 373 scam breakdowns covering 16 categories, including fake-order task scams (刷单), pig-butchering scams (杀猪盘), AI face-swapping, and scams targeting the elderly; includes real case reports, everyday self-check lists, PDF/EPUB/Anki downloads, and a scam-avoidance mini-game with 12 rounds
- anti-fraud
- anti-scam
- chinese
- scam-awareness