Multiple analyses say companies commonly use “artificial intelligence” as a promotional buzzword while overstating what their systems can actually do. Across earnings calls, investor presentations and marketing, claims are presented as if they reflect near-term capabilities, future outcomes or broader impacts, even when the underlying technology may be less advanced than implied. The concern is that such messaging can mislead investors, customers and the public about AI’s real performance, limitations, and potential harms.
The sources draw a parallel with earlier “greenwashing,” where companies were criticized for exaggerating or selectively presenting sustainability efforts. They argue that addressing AI overclaiming requires similar kinds of discipline: clearer standards for what counts as evidence of AI capability, greater transparency about system performance and constraints, and more careful communication about risks. Rather than treating AI promotion as synonymous with genuine advancement, the coverage calls for practical fixes that reduce ambiguity and align public claims with demonstrated capabilities, including expectations about future benefits and harms.
