Learn
Guides that explain how this roadmap is meant to work.
These pages are the public knowledge layer around the curriculum: burnout prevention, flow-state mechanics, and the learning science behind long-run AI skill building.
Consistency
How to Learn AI Without Burning Out
A practical guide to staying consistent for 46 weeks without confusing recovery for failure.
Read guide →Flow
Flow State for Programmers
The four-phase deep-work cycle and how to engineer it into technical study sessions.
Read guide →Learning Science
Neuroscience-Based Learning for AI Students
How cognitive load, retrieval, and recovery change the way strong ML learners study.
Read guide →Deep Dive
How Flow State Works
A deeper neuroscience explainer on the biological mechanics behind flow and recovery.
Read guide →