What Happens When AI Starts Designing Circuit Boards? | Sneak peak into Copperpilot.AI episode artwork

EPISODE · Jun 3, 2026 · 34 MIN

What Happens When AI Starts Designing Circuit Boards? | Sneak peak into Copperpilot.AI

from that BlueCoat Guy · host Sachin Menon

What happens when AI moves beyond chatbots and starts designing hardware?In this episode of 101 Talks, I sit down with Mohit Bagur, Co Founder of CopperPilot, to explore how AI is transforming one of the most complex engineering workflows in the world: hardware design.Most people have seen AI write code. But can AI help engineers choose components, review PCB designs, catch expensive mistakes before manufacturing, write firmware, and even simulate hardware performance?Mohit takes us inside the world of hardware engineering and demonstrates how CopperPilot aims to become the "Cursor for Hardware Design" by embedding AI directly into the engineer's workflow.We discuss:✅ Why hardware development is still painfully slow✅ The biggest bottlenecks engineers face today✅ How AI can reduce costly design errors✅ Why hardware startups fail before reaching prototype stage✅ The future of intent driven hardware design✅ Whether AI will replace hardware engineers or supercharge themIf you're interested in AI, engineering, startups, product development, semiconductors, embedded systems, or the future of work, this conversation is for you.Timestamps00:00 Introduction: AI enters hardware engineering01:05 Mohit's journey from hardware research to AI startups02:28 The moment he realized hardware needed disruption04:39 How hardware design actually works from idea to manufacturing08:42 The three biggest friction points in hardware development10:57 Why hardware mistakes are so expensive11:20 Live introduction to CopperPilot14:45 How CopperPilot fits into engineering workflows16:17 The "Cursor for Hardware Design" vision17:56 Real world use cases and firmware automation20:48 AI simulations, smart rings, and biotech applications21:17 Intent driven design explained21:54 Automation vs engineering intelligence23:22 How AI catches design issues before they become costly24:26 Will AI replace hardware engineers?25:38 The biggest gains: speed, accuracy, and fewer mistakes26:44 Workflow transformation or workflow acceleration?27:51 Why AI could create a boom in hardware startups29:32 What makes CopperPilot different from AI assistants?31:56 The future of engineers working alongside AI agents32:17 How to get started with CopperPilot33:13 Final thoughts: "Hardware is no longer hard"33:41 Closing remarksConnect with Mohit BagurLinkedin: https://www.linkedin.com/in/mohitbagur/🌐 CopperPilot: https://copperpilot.aiMust watch Episodes:1. Inside Cornell: How Ivy League Students Really Use AI https://youtu.be/BljBfZz0WNk2. Are We Losing Ourselves to AI & Social Media? https://youtu.be/916VTNFXZFI3.2026 Data Trends That Will Change Everything : Most Companies Are Not Ready for This Shift https://youtu.be/dhnlZoHU_Zc4.He Built AI at NASA. Here’s What Young Professionals Get Wrong About Careers & AI | 101 Talks https://youtu.be/xP2UkHueQ_g5. Why ChatGPT is "Useless" for Banks (and what actually works) https://youtu.be/CxbRqGqypis Connect with Sachin & 101 Talks💼 LinkedIn – Sachin Menon: https://linkedin.com/in/sachin-menon-techsigma-technology🌐 Website: https://www.techsigmaglobal.comSubscribe for more conversations on:• AI & Emerging Technology• Startups & Innovation• Product Development• Engineering & Hardware• Future of Work#AI #HardwareEngineering #CopperPilot #ArtificialIntelligence #PCBDesign #EmbeddedSystems #Electronics #Startup #Engineering #FutureOfWork #ProductDevelopment #TechPodcast #101Talks #Firmware #HardwareStartup #Innovation

What happens when AI moves beyond chatbots and starts designing hardware?In this episode of 101 Talks, I sit down with Mohit Bagur, Co Founder of CopperPilot, to explore how AI is transforming one of the most complex engineering workflows in the world: hardware design.Most people have seen AI write code. But can AI help engineers choose components, review PCB designs, catch expensive mistakes before manufacturing, write firmware, and even simulate hardware performance?Mohit takes us inside the world of hardware engineering and demonstrates how CopperPilot aims to become the "Cursor for Hardware Design" by embedding AI directly into the engineer's workflow.We discuss:✅ Why hardware development is still painfully slow✅ The biggest bottlenecks engineers face today✅ How AI can reduce costly design errors✅ Why hardware startups fail before reaching prototype stage✅ The future of intent driven hardware design✅ Whether AI will replace hardware engineers or supercharge themIf you're interested in AI, engineering, startups, product development, semiconductors, embedded systems, or the future of work, this conversation is for you.Timestamps00:00 Introduction: AI enters hardware engineering01:05 Mohit's journey from hardware research to AI startups02:28 The moment he realized hardware needed disruption04:39 How hardware design actually works from idea to manufacturing08:42 The three biggest friction points in hardware development10:57 Why hardware mistakes are so expensive11:20 Live introduction to CopperPilot14:45 How CopperPilot fits into engineering workflows16:17 The "Cursor for Hardware Design" vision17:56 Real world use cases and firmware automation20:48 AI simulations, smart rings, and biotech applications21:17 Intent driven design explained21:54 Automation vs engineering intelligence23:22 How AI catches design issues before they become costly24:26 Will AI replace hardware engineers?25:38 The biggest gains: speed, accuracy, and fewer mistakes26:44 Workflow transformation or workflow acceleration?27:51 Why AI could create a boom in hardware startups29:32 What makes CopperPilot different from AI assistants?31:56 The future of engineers working alongside AI agents32:17 How to get started with CopperPilot33:13 Final thoughts: "Hardware is no longer hard"33:41 Closing remarksConnect with Mohit BagurLinkedin: https://www.linkedin.com/in/mohitbagur/🌐 CopperPilot: https://copperpilot.aiMust watch Episodes:1. Inside Cornell: How Ivy League Students Really Use AI https://youtu.be/BljBfZz0WNk2. Are We Losing Ourselves to AI & Social Media? https://youtu.be/916VTNFXZFI3.2026 Data Trends That Will Change Everything : Most Companies Are Not Ready for This Shift https://youtu.be/dhnlZoHU_Zc4.He Built AI at NASA. Here’s What Young Professionals Get Wrong About Careers & AI | 101 Talks https://youtu.be/xP2UkHueQ_g5. Why ChatGPT is "Useless" for Banks (and what actually works) https://youtu.be/CxbRqGqypis Connect with Sachin & 101 Talks💼 LinkedIn – Sachin Menon: https://linkedin.com/in/sachin-menon-techsigma-technology🌐 Website: https://www.techsigmaglobal.comSubscribe for more conversations on:• AI & Emerging Technology• Startups & Innovation• Product Development• Engineering & Hardware• Future of Work#AI #HardwareEngineering #CopperPilot #ArtificialIntelligence #PCBDesign #EmbeddedSystems #Electronics #Startup #Engineering #FutureOfWork #ProductDevelopment #TechPodcast #101Talks #Firmware #HardwareStartup #Innovation

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What Happens When AI Starts Designing Circuit Boards? | Sneak peak into Copperpilot.AI

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What happens when AI moves beyond chatbots and starts designing hardware?In this episode of 101 Talks, I sit down with Mohit Bagur, Co Founder of CopperPilot, to explore how AI is transforming one of the most complex engineering workflows in the...

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