Most AI implementations underperform. The technology is rarely the reason. Here's what the research shows about what actually determines whether AI investment pays off.

AI presents uncertain information with complete confidence. Businesses acting on that output without adequate human review are taking risks they have not fully priced.

Vibe coding lets teams ship at speed. But code no one fully understands has a habit of failing at the worst moment. Here's what the research shows, and what to do.

Amazon's AI outage showed how quickly operations can unravel. Here's what it means for your business and how to build AI reliability that holds under pressure.