Free Lesson
Stop AI From Making Things Up
60 min
Sep 11, 2026 11:00 AM
What you'll learn
Learn why you AI keeps making things up
Understand what makes your AI invent things and claim they are real facts.
Spot work slop before you ship it
Have AI self-identify where it filled gaps with made-up context instead of you verifying everything yourself.
Known patterns to identify AI slop
Leave the room with skills to know what to watch out for, when working with AI to produce good outcomes.
Why this topic matters
AI output looks polished. Specific numbers, clean formatting, confident tone. But looking at it in detail, it is sloppy. Maybe you have already accepted that you have to bring it to an end yourself.
A PM on my team once wrote a PRD claiming we'd "cut support tickets by 50%." We had zero support tickets. The feature hadn't launched.
I, as her manager, saw it before her. That is the cost: People thinking you are being sloppy.
