Sergiy talks with Infinite ML host Prateek Joshi about the opportunities and challenges of automating PCB design with AI, what it actually means to design a "good" PCB, and the current innovations and long term opportunities of combining reinforcement learning and physics simulation to design superhuman PCBs with AI.
(00:07) What is a PCB and its role in electronic devices
(01:30) Examples of PCBs in everyday life
(04:47) Manual components of the PCB design process
(06:26) Introduction to Quilter and its automation of PCB layout
(07:46) What can be automated in PCB layout design
(08:44) Challenges in PCB layout design
(10:12) The role of AI in automating PCB layout design
(12:25) Criteria for PCB design and material selection
(14:38) Thermal management in PCB design
(15:05) Ensuring signal integrity in PCB design
(19:44) The use of AI in PCB design
(20:08) The future of AI in PCB design
(22:07) The importance of material selection in PCB design
(23:32) The importance of thermal management in PCB design
(24:11) Ensuring signal integrity in densely packed PCBs
(26:59) The potential impact of AI on the PCB design process
(28:47) The importance of aesthetics in PCB design
(29:14) The potential obsolescence of human designers in PCB design
(30:26) Exciting innovations in PCB design
(34:42) The need for systematic access to PCB design information
(36:30) Rapid Fire Round
What should we build next?
