Topic
Practice of overstating or mislabeling a company's use of AI, in products, financials, or layoffs, to win investor and market credit.
Algorhythm Holdings' CEO cited more than $6 million in cash while the same release showed just under $5 million spendable plus about $3 million restricted. Quartz's review of SEC enforcement leaves shareholders in small AI rebrands to run that check themselves.
Reality
Gartner's Tori Paulman says agentic AI is not carrying enough work to justify large cuts, and her team traced under 1% of more than a million 2025 layoffs to AI productivity. The rehiring bill lands on few employers.
Reality
An Entrepreneur contributor who has sat through four hype cycles argues that AI-led messaging now hides the value it was meant to advertise, and offers a diagnostic costing one editing pass rather than a rebrand.
Reality
Brent Kovar's Profit Connect ran on a supercomputer that did not exist and on guaranteed returns paid out of new deposits. Measured illicit crypto flows suggest the type is not rare.
Perspective Coverage
3 publishersReality
The figure is self-reported and blends work already moved back with work about to be. It is still the closest thing operators have to a benchmark for their own failed automations.
Reality