Productivity

‘LLMs Reward Expertise’: What the Data Actually Shows

The AI Prism Admin

Goedecke says LLMs reward expertise. The studies tell a finer story: AI compresses the floor and amplifies the ceiling.

The AI Productivity Paradox: Why the Gains Haven’t Shown Up Yet

The AI Prism Admin

We've deployed AI everywhere and measured it nowhere. The productivity paradox is real — but it's mostly a measurement lag, a diffusion delay, and a management gap, not proof the tools don't work.