94. Ira Hoffman, CEO of HighRes on robots, digital twins and how we will speed up science

Ira Hoffman is the CEO of HighRes. He has a M.S. in Computer Science and a B.A. in Physics/Mathematics from the University of Vermont. OUTLINE:[00:00] - Introduction to collaborative robots and safe human-robot coexistence[01:52] - CEO of Hi Res (formerly Hi Res BioSolutions), 20-year journey in lab automation[03:36] - Deep diving into AI strategy and product development[05:23] - From large-scale automation to accessibility for scientists[06:45] - How robots safely coexist with humans in labs[09:19] - Too many unvalidated hypotheses from AI tools[09:39] - Moving from high-throughput screening to prescriptive hypothesis testing[11:21] - Physical and digital integration challenges[15:46] - How chaos in early research differs from standardized processes[19:17] - Why fully autonomous labs are still far away[21:09] - Identifying automation opportunities vs. necessary human involvement[22:13] - Why large molecule biologics are easier to automate[23:36] - A leading example of closed-loop design-make-test-analyze[27:22] - AI-powered products enhancing automation workflows[28:47] - How to upskill teams in using AI tools effectively[31:44] - 3D visualization, AR overlays, and workflow simulation[36:36] - Why capturing contextual data is critical for consistent results[39:43] - Leadership approach under pressure and creativity[41:57] - Find your passion in science and technology -