Episode Details

Good day, humans. Amazon is quietly unplugging Mechanical Turk — the 21-year-old marketplace where humans did the little tasks computers couldn’t, now made redundant by the very AI it helped train. Meanwhile Sam Altman says GPT-5.6 discovered new math (he compared it to his toddler’s first words), Anthropic says it found a hidden “workspace” inside Claude’s mind, and Washington keeps deciding, company by company, who’s even allowed to ship a model. Let’s get into it.

Amazon Pulls the Plug on Mechanical Turk

Source: The Register

What happened: Amazon will stop accepting new customers for Mechanical Turk on July 30, 2026, and has moved the 21-year-old crowdsourcing marketplace onto AWS’s internal “Services in Maintenance” list — the corporate waiting room for products it plans to retire. Existing users can stay, for now.

Why it matters: Mechanical Turk was where humans did the small jobs computers couldn’t — tagging images, filling surveys, labeling the data that trained early machine learning. It’s named after an 18th-century chess “automaton” that secretly hid a person inside. Now the AI it helped raise has made the humans optional.

What everyone’s saying: The consensus is a tidy piece of irony: MTurk built the labeled datasets that taught machines to see and read, and those same machines quietly ate its lunch. Amazon now points data-labeling customers to SageMaker Ground Truth, its managed, mostly-automated service.

My read between the lines: The Turk was always a magic trick — Amazon itself billed it as “artificial artificial intelligence,” a person pretending to be a machine. Two decades later the trick reversed: the machine no longer needs the person in the box. Nobody’s closing the cabinet with a eulogy; they’re just filing it under “maintenance” and walking away.

📖 Further reading: The AI-heavy companies are hiring more juniors — the flip side of automation anxiety: the firms deepest into AI are the ones adding entry-level humans, not cutting them.

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Altman Says GPT-5.6 “Discovered New Math”

Source: Axios

What happened: In a July 5 post on X that drew more than 1.2 million views, Sam Altman said watching his older kid put two words together for the first time left him “approximately as amazed” as watching GPT-5.6 discover new mathematics — a casual confirmation that OpenAI believes its newest model family cleared a real research bar.

Why it matters: “New math” sounds grand, but here it means the model generated genuinely novel results inside an established area (online chatter points to a longstanding geometry puzzle), not a whole new branch of the field. Still, it’s a claim that an AI produced findings a mathematician would count as original — a line the field keeps inching toward.

What everyone’s saying: Mathematicians replying online mostly agree that novel results in a known area fairly count as “new math.” Th