Staging environment

Stop AI From Making Things Up

Hosted by Myles Sutholt

Fri, Sep 25, 2026

3:00 PM UTC (1 hour)

Virtual (Zoom)

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206 students

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Mastering AI: Become an AI-empowered Operator
Myles Sutholt
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What you'll learn

Learn why your 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.

You'll learn from

Myles Sutholt

Head of Product | 10+ years building product teams

I have build AI-empowered teams across multiple organizations. A couple of months ago, I founded my own AI fintech startup and we launched the first version of our product within one month with hundreds of users within weeks. Fully agentic. AI doing design, spec and building the app. I am not some "theoretically this should work" person. I am an operator who also happens to teach what I have learned over the course of time to others.

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