Lesson 1 · 12 min · Foundation
Narrow AI vs AGI: Drawing the Real Line
Tell task-specific tools, narrow superintelligence, and general superintelligence apart so AI marketing stops blurring together in your head.
Lesson 2 · 14 min · Applied
Follow the Money Behind AI Inevitability
Audit any AI story for who profits from the framing before you treat its predictions as neutral forecasts.
Lesson 3 · 16 min · Deep practice
Estimating Extinction Risk Without Hand-Waving
Compare named extinction estimates from senior AI researchers and locate exactly where their underlying assumptions diverge.
Lesson 4 · 15 min · Deep practice
Alignment Failure Modes and Move 37
See why current alignment layers leak and why one move in a board game became shorthand for systems exceeding human comprehension.
Lesson 5 · 14 min · Applied
Near-Term Disruption vs Long-Term Existential Risk
Hold a three-to-four year disruption agenda and a longer-horizon existential debate in the same head without collapsing one into the other.
Lesson 6 · 15 min · Applied
Reading Primary Sources Instead of Press Releases
Source your AI worldview from peer-reviewed papers, signed expert statements and policy documents, not from launch posts.
Lesson 7 · 13 min · Applied
Building Your Personal AI Literacy Cadence
Design a six-month review cycle that updates your AI beliefs as capabilities, costs and governance keep shifting underneath you.