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

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. Get the full article and a free automation of the week by signing up for the newsletter: 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 ———— Streamlined Solopreneur is the podcast for solopreneurs who want to automate their business and take time off worry-free. Each week, Joe Casabona shares practical systems, tools, and strategies to help you reclaim your time and run your business without sacrificing your the rest of your life, or your health. Start with the free Solopreneur Sweep — a step-by-step method for finding where your business is losing time: If this episode helped you, leaving a review on Apple Podcasts helps other solopreneurs find the show — it only takes a minute and means a lot. Connect with Joe on LinkedIn:

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Do LLMs employ variable rewards, Spike Lee's hat, and a chilling video [Friday Wrap-Up] is an episode from How I Built It by Joe Casabona.

This episode is 13:18 long.

This episode was published on May 15, 2026.

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