01
The Real State of AI Adoption
87.8% of humanity has never used AI meaningfully. Who actually uses it, how, and what the distribution reveals about the gap between narrative and reality.
Essay
Episodes
02
Learning in the Age of Instant Output
When AI produces output instantly, the bottleneck shifts to learning. This episode produced agentic-learn — an open-source tool for active learning inside your IDE.
Essay + Tool
03
Agentic Engineering: The Creative Generalist
How to build at scale with AI without losing coherence or understanding. Martec's Law, the collapse of specialist/generalist boundaries, and what it means to direct machines that can handle depth.
Essay
04
How Physics Works
50 interactive stops through 2,500 years of physics history — from Thales to gravitational waves. Every stop pairs a narrative with a playable Canvas simulation. Built using the Learnship agentic workflow developed across Episodes 2 and 3.
Live →
09
From Tycho Brahe to GW250114
A paper: three results in physics re-measured from the primary records with AI agents, with the expected answer kept out of their instructions. Kepler's orbit from Tycho's logs, Mercury's perihelion from Newcomb's transit contacts, and the horizon area of GW250114.
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