Sunday, November 1, 2026 · San Francisco
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Lumaril Chases Retiring Operators' Know-How Before It Walks Out

Lumaril, a startup that connects AI software to the control systems factories already have, has raised a $66 million Series A at a $400 million valuation. Returning investor Elad Gil led the round. Its co-founders wrote that capturing the know-how of veteran plant operators is the fastest path to reindustrialization at scale. Co-founder Ben Duffield appeared in a photograph with the Wall Street Journal's report, alongside Kim Lear, an operator at Lumaril. The two were watching an Arthur Cos. employee at work on a computer terminal. According to the launch post, Lumaril learned everything it

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Latest Intelligence

How to Set Up Pi Coding Agent Before It Touches Your Code

Install Pi Coding Agent 1.4.0 without the fork, prove it on a read-only branch, then copy a working project setup: trust, settings, packages, MCP and the right sandbox for a repository you do not own. Node 22.19 or newer for the npm route; the installer brings its own.

Why We Think TypeWhisper Is the Best AI Dictation App

We have dictated close to 100,000 words into a free app maintained almost single-handedly by a developer in Zeuthen. Here is what it does that paid rivals charge for, and where it still falls short.

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