I'm scared that the "AI" marketing will make it much harder convincing non-technical coworkers and execs that "garbage in, garbage out" is a real concept, and that our systems need to model/capture the differences in quality.

"Feedback from unverified e-mail addresses? Fifth-hand analyses by vendors? All data is good! The more the better! Just put it all into the AI and it'll fix it!"