Sam Altman built one of the most valuable private companies on the planet by betting that artificial intelligence would reshape everything, fast. Now he’s conceding that “everything” is taking its sweet time.

In a podcast interview with David Senra released on August 23, 2026, the OpenAI CEO acknowledged that he significantly underestimated how long it would take for AI to ripple through the broader economy after GPT-4 launched in 2023. The technology worked. The world just didn’t reorganize around it as quickly as he expected.

The gap between invention and adoption

Altman’s mea culpa came with a useful distinction. He said OpenAI has been “roughly right” about technical progress since ChatGPT first launched in 2022, but “pretty wrong” about the social and economic consequences that were supposed to follow.

The culprit, in Altman’s framing, is something he calls “economic inertia.” Organizations and consumers kept leaning on the systems they already had rather than sprinting toward AI-powered alternatives.