Category
Career and AI Fluency
6 posts
The Four Pages to Write Before You Build an AI Prototype
A prebuild brief is four short pages an earlycareer person writes before building an AI prototype, and each page carries a proof test that someone else can check. The pages cover...
The Missing Middle in AI Fluency: Why Founders Stall and Interns Skip Ahead
The missing middle in AI fluency is the skill of redesigning how a piece of work gets done before anyone builds anything for it. It sits between using AI to speed up one step and...
The Five-Rung Ladder for Learning AI, and the Rung Where Most People Stall
The AI learning ladder is the order in which a working professional turns free material into usable skill: get taught, rewire your inputs, apply, distil, teach. Three of the five...
I End Interviews When Candidates Call Copilot an LLM. Here Is Why.
AI literacy is the real career filter now, because everyone claims to use AI and almost no one can prove it. The claim is free. The proof is rare. In a market where every resume...
AI-Enabled Is a Career Risk. AI-Native Is the Job Now.
AIEnabled Is a Career Risk. AINative Is the Job Now.
What Senior Leaders Get Wrong About Learning to Code in 2026
A senior leader asking "should I learn to code?" in 2026 is asking yesterday's question. Coding is the new spreadsheet. It is assumed, not differentiating. The question that...