Huang has declared AGI twice. What the market means by it, where today's model nearly meets the bar for strong AI, where it doesn't — and what works instead

How to check the quality of an IT system: nine criteria in three executive questions, the threshold rule, and what changes when the system runs on AI.

Why AI can be brilliant at the hard and helpless at the simple: a model measures a task by how much has been written about it. Three layers of novelty, the Erdős case and a practical test for which tasks to hand to AI.