Burnin

Founding research role to own the research agenda: invariant learning (extracting implicit codebase rules for real-time grading), continuous-time evaluation design (investigating why LLM agents fail under temporal pressure), and new environment design. Work on building hard environments that break AI agents and production-quality code; collaborate with a small team (ex-Meta FAIR, Pinecone, AWS). PhD preferred but equivalent output acceptable. Seed round closing this summer.