3frameworks
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Two-Stage AI Transition — Augmented Intelligence to Machine MasteryIn-depth
Distinguish the augmentation era from full automation — the transition is the disruption event
The Intelligence Scaling LawIn-depth
10x compute/year for a decade produced emergent AI — no ceiling in sight
The Jagged Frontier Capability Model
AI advances where money points — not toward general intelligence, but toward premium industry verticals