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.





