Overview
Andrej Karpathy discusses “Claws,” a new category of AI agent systems that he believes represents the next evolution in AI orchestration. He views Claws as a new layer built on top of LLM agents, offering enhanced orchestration, scheduling, and persistence capabilities.
Key Points
- Claws are a new architectural layer above LLM agents - providing advanced orchestration, scheduling, context management, and persistence that goes beyond basic AI assistants
- Multiple implementations are emerging with names like NanoClaw, zeroclaw, and picoclaw - showing rapid ecosystem development around this new paradigm
- NanoClaw’s ~4000 line codebase makes it manageable and auditable - important for systems that need human oversight and AI agent understanding
- “Claw” is becoming established terminology for AI agents that run on personal hardware and communicate via messaging protocols - creating a new category distinct from cloud-based AI
- Karpathy has a track record of identifying emerging AI terminology - his endorsement suggests Claws may become the standard term for this type of agent system