Who We Follow · Researchers
Andrej Karpathy
Published the kernel of files-as-agent-memory
Karpathy's April 2026 LLM Wiki is almost line-for-line how Tropo treats memory: raw sources distilled into an LLM-maintained, schema-governed, version-controlled markdown wiki. He didn't just bless markdown-as-substrate — he surfaced the exact open problems a governed vault exists to solve (multi-writer consistency, hallucination accrual, scale). Now leading pre-training research at Anthropic, the same Claude ecosystem Tropo builds on.