Nearly nine in ten organizations report using AI. The Census Bureau, which asks whether it is actually running in operations, finds closer to one in five. Both numbers are correct, and the space between them is where most companies live right now.

This episode works through what the research actually shows. Why the survey figures and the government figures disagree. What happened to the sixty percent who evaluated AI systems against the five percent who went live. And the MIT finding that ninety five percent of organizations could not show a measurable effect on their profit and loss, handled carefully, because it is quoted everywhere and misread almost as often.

The most useful thing in the research is also the simplest. The reason most companies cannot prove their AI did anything is that nobody wrote down where they started. Not a technology failure. A measurement failure.

Sources include the US Census Bureau's Business Trends and Outlook Survey, MIT's Project NANDA, the Small Business Administration, and Goldman Sachs.