Generalist Path
Capable generalists
A short route through the core idea without requiring prior alignment jargon.
Guided tour
With 48 chapters and dense formalism, orientation matters. Pick the path closest to your role; each one gives an ordered reading list — concept cards, chapter toys, experiment lines, and book chapters.
Start at the center, branch by role, deepen as needed.
All paths begin with what the book is not claiming. Researchers and engineers can merge paths; philosophers often skip formal Lean until the basin and bearer questions land.
Capable generalists
A short route through the core idea without requiring prior alignment jargon.
Philosophers and readers of civilizational limits
Why value learning is not hopeless-in-principle, where bearer and correction questions bite, and why alignment is partly an institutional selection problem.
Alignment researchers (empirical and conceptual)
Locate the framework's load-bearing objects, failure modes, and evidence surface before diving into formal detail.
Alignment researchers (proofs and bridges)
The conditional Lean skeleton, bridge assumptions, and where formal structure ends and empirical work begins.
Safety engineers and eval builders
A route through the measurement and artifact questions that could change deployment practice.
Funders and policy-adjacent readers
A route through decision relevance, institutional artifacts, and what this framework is not claiming.