"Autopilot" with Will Summerlin cover image

"Autopilot" with Will Summerlin

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24 snips
Apr 3, 2024 • 49min

Manufacturing's AI Revolution: How Atomic is Automating Tool and Die Making with Aaron Slodov, CEO

Aaron Slodov, CEO of Atomic, discusses automating tool and die making in manufacturing using AI, addressing inefficiencies and waste. They cover challenges in the industry, labor dynamics, AI's impact, and Atomic's approach in expediting product manufacturing. The conversation highlights the significance of merging technology with automation to revolutionize traditional processes.
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Mar 27, 2024 • 50min

Automating Circuit Board Design Using Reinforcement Learning with Sergiy Nesterenko, Founder of Quilter

In this episode, Will Summerlin interviews Sergiy Nesterenko, founder of Quilter (backed by Benchmark), a company that designs PCB circuitboards end-to-end using reinforcement learning. They discuss how current PCB boards are designed and how Quilter’s tech stack enables faster board design, what better circuit boards enable in the future, their GTM and where they are seeing most market pull right now, and much more. -RECOMMENDED PODCAST:📈 ECON 102 W/ NOAH SMITH - Keeping econ entertaining - Noahpinion author Noah Smith and Erik Torenberg break down business news and politics every week.Spotify: https://open.spotify.com/show/3Mos4VE3figVXleHDqfXOHApple: https://podcasts.apple.com/id1753399812https://podcasts.apple.com/id1753399812-LINKS:Quilter: https://www.quilter.ai/Autopilot Ventures: https://www.apv.vc/X/SOCIAL:@WSummerlinAI (Will)@sergiynest (Sergiy)@quitlerai (Quilter)TIMESTAMPS:(00:00) Sergiy’s Background(00:51) What Sergiy learned from SpaceX(02:14) Founding thesis of Quilter and Quilter’s journey(03:18) Where would one find circuit boards?(04:31) What is the process of designing a circuit board?(06:00) Design process today with Quilter(12:34) Quilter’s thesis and designing more complex circuits(13:19) How much are humans currently paid for board design(14:34) Labour dynamics in board design(15:23) Do most companies have board designers in house?(16:07) Incentive structure(17:37) What does a high performance circuit board look like vs low performance?(21:30) Quilter’s technology stack(23:59) How Quilter can grow with scale?(26:45) Where is circuit manufacturing happening(32:40) What other parts of knowledge work can be solved with reinforcement learning(33:58) GTM and who Quilter is selling to(35:43) Pricing(36:59) Where Quilter is seeing the most market pull right now(38:16) What makes Quilter an exciting company to work at or invest(40:33) The effects of closed research in private companies for the industry(40:33) Open source vs closed source(44:26) What Sergiy would advise to himself in his early founder(46:54) What drew Sergiy to working with Benchmark(48:27) Wrap--Recommended Podcast: Company BreakdownsEach episode of Company Breakdowns dives into S-1s and series B-and-beyond companies, interviewing founders and investors to break down the companies. First episode is on Rubrik - which just IPO'd. Coming up this season: Databricks, Reddit + more,SpotifyApple

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