AI wasn’t the issue. The underlying data foundation was never there to begin with. I’ve seen this scenario multiple times—healthcare organizations, manufacturing operations, professional services ...

Here are the five conditions that almost always determine whether an AI project moves from conversation to execution.

A benchmark called OSWorld-Verified, designed to monitor AI's ability to navigate desktop environments, found that GPT 5.4 scored 75%, up from 47.3% with its GPT 5.2 model. That also beats the average ...