Why Companies Need to Challenge AI Hype

Summary

This opinion article argues that companies should treat AI as a tool whose value depends on the problem and outcome it addresses, rather than as an objective in itself. The author says a friend warned that even balanced criticism of AI could hurt his career because investors were asking companies whether they used AI and boards were demanding it regardless of measurable results. He describes another friend’s experience at a large technology company where executives replaced all quarterly goals with a six-month focus on “AI” without defining what that meant. Employees launched scattered AI initiatives and were rewarded for starting them, while questions about expected outcomes were treated as annoying. After six months, most initiatives had failed and many person-hours had been wasted. The author says the pressure to stay silent came from the company’s culture rather than from a single identifiable person. He concludes that companies and the wider technology industry need cultures that reward being challenged, because refusing to question basic assumptions about AI can reduce impact and encourage ineffective decisions.