Series · 3 parts
Workforce & Human Ingenuity
Reskilling, upskilling, productivity, and the AI-literacy thread running through all of it.
01Part 1·Twelve Percent Faster, and Other Numbers I Don't Yet Believe
Four data sets, three methodologies, and no one who matters can yet give you a single defensible figure for AI's effect on knowledge-work productivity. The measurement culture is n…
02Part 2·Europe's AI Literacy Deadline Is Ten Weeks Away and Nobody Is Ready
The EU made AI literacy a legal duty eighteen months before the educational infrastructure it funded could plausibly deliver at scale. Article 4 enforcement begins in ten weeks. Th…
03Part 3·Sunday Essay — AI Literacy Is a Curriculum Word for an Assessment Problem
AI literacy is being legislated as a curriculum addition when the actual problem lives in the exam hall. Two institutions moved this fortnight — the EU Council and SUNY — and both…