LLM program improvement
The autonomous optimization, development, and refinement of software and model architectures via llms and agentic-ai.
Key Developments
- Code Generation Projections: Over 41% of global code is projected to be ai-generated-code by 2026.
- Autonomous Research Tools:
- Karpathy’s AutoResearch: An open-source AI agent designed for independent LLM program improvement.
- 2026 04 26 Karpathys AutoResearch An AI Agent for Independent LLM Program Improvement
Source Notes
- 2026-04-07: AutoResearch Autonomous AI Agent Self Improvement Through Code Iterati · ▶ source
- 2026-04-26: Karpathy