Do LLMs employ variable rewards, Spike Lee's hat, and a chilling video [Friday Wrap-Up]

From Streamlined Solopreneur: Tips to Help Small Business Owners Grow Without Burnout Joe Casabona, Productivity & Tech Coach for Solopreneurs

Welcome to the Friday Wrap-Up for May 15, 2026. This is a short newsletter where I talk about 3 things: What’s on my mind this week, Recommended Reading, and Recommended Media. Here's what's on my mind...

Earlier this week I found myself fighting Claude on something I felt was a pretty basic problem — one that I had used it to solve before. I kept going back and forth with Claude. I would ask it questions. It would then do things I didn't even remotely ask it to do. I started to form a weird theory in my head that Opus 4.7 is designed to waste tokens. But I'm actually worried it's worse than that.

Recommended Reading: The colorful impact of Spike Lee’s red Yankees hat request 30 years ago: I'm a chronic Yankees hat collector. I suspect my collection pales in comparison to some, but I have over a dozen hats emblazoned with the classic Interlocking NY that has persisted for over 100 years. In other words, I love a dope hat.

Recommended Media: I Tracked Down the Hidden Workers Secretly Powering ChatGPT: And now for something totally different. This video talks about companies that recruit people who train LLMs. The problems it highlights is twofold: the predatory nature of recruiting experts in a way that's dehumanizing, and the chilling mindset behind AI companies who basically want to own knowledge and sell it back to us.

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View the episode transcript

(00:00) - Intro
(00:31) - What's on my mind: Are LLMs employing variable rewards?
(05:24) - Recommended reading: Spike Lee's red Yankees hat
(08:22) - Recommended media: The hidden workers powering ChatGPT
(12:29) - Outro

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Streamlined Solopreneur helps solopreneurs decide what to use and what to build, so they can stop spinning their wheels and get their time back.

Each week, Joe Casabona shares one practical idea — a system, tool, or strategy to help you get your time back without having to make another decision, hire employees, or sell your soul to AI.

Looking for a place to start? Take the Solo Systems Starter Quiz. 60 seconds, 8 questions, and I will tell you what system you should build first, and exactly how to build it (so YOU don't need to make another decision). https://streamlined.fm/quiz

Connect with Joe on LinkedIn: https://www.linkedin.com/in/jcasabona/