# At the Boring Bar: AI, Automation, and the Machine Shop We'd Build Today | Ep. 538 Page: https://stenobird.com/podcast/making-chips-podcast-for-manufacturing-leaders-439170/at-the-boring-bar-ai-automation-and-the-machine-shop-we-d-build-today-ep-538 Text version: https://stenobird.com/podcast/making-chips-podcast-for-manufacturing-leaders-439170/at-the-boring-bar-ai-automation-and-the-machine-shop-we-d-build-today-ep-538.md Podcast: [Making Chips Podcast for Manufacturing Leaders](https://stenobird.com/podcast/making-chips-podcast-for-manufacturing-leaders-439170) Published: 2026-08-31T10:00:00+00:00 Episode link: https://makingchips.libsyn.com/at-the-boring-bar-ai-automation-and-the-machine-shop-wed-build-today-ep-538 Audio file: https://pscrb.fm/rss/p/pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/traffic.libsyn.com/secure/makingchips/ATBB2026.mp3?dest-id=237805 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/making-chips-podcast-for-manufacturing-leaders-439170/episodes/at-the-boring-bar-ai-automation-and-the-machine-shop-we-d-build-today-ep-538 Duration seconds: 5528 ## Resource A lot has changed since the last time we pulled up chairs around the Boring Bar. For our fourth edition, eight manufacturing leaders joined us in the MakingChips studio ahead of the IMTS pre-party to talk about where the industry is headed and, after a couple pours, where they think it should be headed. AI takes over the conversation early. How fast is it really moving into manufacturing? What happens when it can quote jobs, write code, capture tribal knowledge, or help program a part? Where does the human still matter? And are we actually prepared for the power, infrastructure, workforce, and even educational questions that come with all of it? Then we turn the question back on ourselves. If you were starting a machine shop in 2026, knowing everything we know now, would you build it the same way? What would you invest in first? What kind of equipment would you buy? How would you think about automation, people, capacity, specialization, cash flow, and the growing list of incentives available to manufacturers? Along the way, we get into what's driving demand right now, why data centers suddenly matter to machine shops, what manufacturers should be watching at IMTS, and whether the next generation of shops will look anything like the ones we grew up around. As usual at the Boring Bar, there are strong opinions, questionable jokes, bourbon, gin, and a few detours we definitely didn't plan. Pull up a chair. What's Covered in this Episode (0:00) The fourth edition of the Boring Bar, back in the MakingChips studio + introductions (5:43) IMTS 2026 registration is running ahead of 2018, the largest show on record (6:36) The IMTS pre-party, the rally car, and what the night is really for (7:44) What's changed for everyone since the last Boring Bar (9:27) Data centers: Are they… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/making-chips-podcast-for-manufacturing-leaders-439170/episodes/at-the-boring-bar-ai-automation-and-the-machine-shop-we-d-build-today-ep-538/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/making-chips-podcast-for-manufacturing-leaders-439170/at-the-boring-bar-ai-automation-and-the-machine-shop-we-d-build-today-ep-538.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.