BREAKING
Self-Evolving AI Agents Taxonomy Out
Taxonomy Across Three Axes
1
Single-agent
↓
2
Multi-agent
↓
3
Domain-specific
Static Agents vs Self-Evolving
Conventional agents
Static
●
DSPy prompt tuning
●
AutoGen, CrewAI roles
●
RAG retrieval, fixed
Self-evolving agents
Dynamic
●
Update prompts, memory
●
Evolve tools, workflows
●
Improve via feedback
77-Page Survey Maps the Field
Repository Still 'Cooking'
Agents That Keep Learning
AI NEWS BLITZ
A new taxonomy of self-evolving AI agents has just been published on GitHub.