The Conversation So Far Two posts ago, I asked an innocent question: how do you test...

A deep dive from the quality engineering crisis in the AI era to the question of what makes humans irreplaceable — the 60x scissors gap, five-layer framework of knowledge.

A five-layer framework for understanding what AI can and cannot replace — and a strategic map for where to position yourself.

The Conversation So Far Two posts ago, I asked an innocent question: how do you test...

A deep dive into the five-layer framework: what AI can replace, what it can approach, and what is structurally out of reach.