<![CDATA[First Principles Manufacturing: The FPM Breakdown]]>https://www.firstprinciplesmfg.com/s/the-fpm-breakdownhttps://substackcdn.com/image/fetch/$s_!oKtd!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1eb8ed48-b3d8-44cb-bd3b-6cad55658716_1024x1024.pngFirst Principles Manufacturing: The FPM Breakdownhttps://www.firstprinciplesmfg.com/s/the-fpm-breakdownSubstackFri, 09 Oct 2026 03:09:17 GMT<![CDATA[Which Factory Jobs Will AI Take First? A Die Casting Story]]>https://www.firstprinciplesmfg.com/p/which-factory-jobs-will-ai-take-firsthttps://www.firstprinciplesmfg.com/p/which-factory-jobs-will-ai-take-firstTue, 06 Oct 2026 08:21:28 GMTA breakdown of a field report from First Principles Manufacturing, a newsletter by Yuanwei Ma at the intersection of AI, robotics, manufacturing and US–China.

A chance meeting at a die casting trade show turns into a bigger question: which jobs in a factory will AI agents take over first, and what decides the order? Why decades-old process analytics is suddenly a real business, a simple ladder that predicts which AI tools land first, and the most valuable data in a plant that almost nobody records.

Read the full article: At a Die Casting Show, I Ran Into Someone Who Had Already Seen Our Data

Voices are AI-generated. The analysis and every number come from the original article by Yuanwei Ma.

Chapters

  • 0:00 Intro: a stranger who already knew the project

  • 1:28 Why inspection data matters to AI

  • 2:38 What is die casting? 100+ parameters

  • 3:41 Why now? The math was never the problem

  • 5:18 Which factory tasks will AI agents automate first?

  • 6:33 Why can't an AI verify its own work?

  • 7:49 What to take away, and what's nex

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