An employee onboarding curriculum from Elicit that organizes ML learning materials into tiers, covering fundamentals such as transformers and training, reasoning strategies like chain-of-thought and tool use, and advanced topics including world models, interpretability, calibration, and AI safety. The reading list progresses from foundational papers to production deployment, benchmarks, and cutting-edge research areas.