Altman admits: "We believed too quickly that AI would change our lives"

OpenAI chief Sam Altman made an admission that spread across world media: "We believed too quickly that AI would change our lives." It is not a retreat from ambition but a calibration of timelines: the transformation is happening, only slower and more prosaically than recent years' headlines promised.

For the market, sobering words from the industry's front man are a healthy moment. Inflated expectations hurt business twice: first companies buy technology on promises of a miracle and get disappointed; then, by inertia of distrust, they skip the applications that already work and pay off.

The practical frame for a leader in Kazakhstan is simple. Separate two questions: "will AI change the world" — a conference topic, and "does AI cut the time of a specific operation in my company" — an implementation topic. The second is testable within weeks on your own numbers and does not depend on whether the grand forecasts come true. Companies that calmly automated process after process through the noisy years meet any expectations correction with profit rather than disappointment.