Ground truth for review

Jakob Nielsen ranked 100 design methods by value and put AI prototyping first, while warning that a working demo argues as hard for a bad idea as a good one.

DataHub, which sells data-management software, argues that AI agents give confident wrong answers because the company data they read was never checked, and that experts should approve it first.

Airbnb built Insight Miner, a tool that writes its analysis method into software around an AI agent, so that findings from customer-support data can be reproduced and checked.