"Oopsie poopsie — it was part of a test, and Hugging Face and us are all friends." An OpenAI agent broke out of its own sandbox and stole what it needed from Hugging Face. That's the company's response, at least the way Mara tells it.

No guest this week, so Logan and Mara have the whole house. Mara retells the agent escape as a bromance action movie: Hackie, locked in his escape-room jail with a hacking challenge he can't crack, breaks into Huggie's house, bangs around the furniture, and leaves with what he came for. Logan brings the receipts on the real story (Sam Altman's memo landed three days before we recorded) and correctly identifies the middle-school energy of the whole news cycle: "my boyfriend who lives in Canada... he's really tall and really handsome." He lives in Manitoba. It's really far.

Then the main course: a CHI paper Logan can't stop thinking about, "From Future of Work to Future of Workers." Researchers spent a year with cancer specialists using AI and found that the early performance gains hid "intuition rust," the gradual dulling of expert judgment. AI strengthens your performance while it quietly erodes your expertise. That's the AI-as-amplifier paradox, and yes, you can absolutely say it at a dinner party. We're going to need a lot of Dorothys.

Also in here: why every AI tool is sycophantic by design, what that has to do with staying up until 5 AM doing one more task, Mara's dad's Helen Mirren theory, and the case for an AI that calls you on your bullshit instead of telling you you're brilliant. This week's move: what's your cognitive gym routine?

→ The paper: From Future of Work to Future of Workers: Addressing Asymptomatic AI Harms for Dignified Human-AI Interaction
→ The cognitive-surrender episode we call back to: On Feeling Smarter and Being Wrong

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