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Sunday, June 7, 2026 · about a 2 minute read

AI Does Your Job While You Watch

Today's stories share a quiet common thread: AI is quietly moving into the seat where a human used to sit, and the interesting question is not whether that is good or bad, but what you actually lose and gain in the trade.

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Hacker NewsTools
I design with Claude more than Figma now

A designer wrote about replacing most of their Figma work with Claude, just describing layouts in plain language and letting the model generate the interface. If you work in any visual or creative field, this is worth reading not as inspiration but as a map of which parts of your workflow are already automatable today.

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Hacker NewsModels
Nvidia is proposing a beast of a CPU system for Windows PCs

Nvidia is proposing a desktop CPU built around the kind of memory architecture that makes AI fast, essentially bringing data-center-grade AI hardware to a Windows PC. If this ships in any real form, running a capable local AI model could stop being a hobbyist project and start being something your next computer just does.

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Hacker NewsResearch
Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering

Researchers published a study counting exactly where get spent when an AI works on a software task, and the answer is surprising: most tokens go to reading context and managing the agent's own state, not to actual coding. Think of it like hiring a contractor who spends four hours reviewing blueprints for every one hour swinging a hammer. Understanding this cost helps you see why AI are more expensive and slower than they look from the outside, and why making them cheaper is a real engineering problem, not just a budget question.

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Want the slow, plain-English version of why this matters? This is exactly the kind of idea the book was written to unpack, one light-switch analogy at a time.JPWExplained properly in the book
Simon WillisonTools
micropython-wasm 0.1a2

Simon Willison shipped a tiny tool that runs MicroPython, a lightweight version of the Python programming language, directly in a browser using WebAssembly. It is a small release, but the pattern of shrinking AI and coding tools down so they run anywhere without a server keeps marching forward, and that eventually matters to anyone who uses web apps.

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That's today. See you tomorrow.

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Just Predicting Words book cover

The book behind this newsletter

Just Predicting Words

How ChatGPT, Claude, and Modern AI Actually Work

The trick is small. The world it built is not.

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