Essay 01
Robots Aren't Ten Years Away
Perception and reasoning closed the robotics gap — deployment will be task-specific machines, not metal people.
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Essay 02
AI Is an Attractor, Not a Multiplier
Productivity compression, homogenization, and slowdown are three faces of one mechanism.
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Essay 03
The Say/Do Gap of Frontier Language Models Is Model-Specific, Not Yet Model-Intrinsic
What 27,750 adversarial reasoning traces reveal about agent faithfulness, theory of mind, and calibration.
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Essay 04
The Expansion Regime
A field report from the tail the productivity literature never sampled — scope that would not otherwise exist.
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Essay 05
Why Most AI Training Programs Fail
A cognitive mismatch hypothesis for why enterprise AI training produces 2–3× gains instead of 10–20×.
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