1000 Designs a Day: Neural Concept's Thomas von Tschammer on AI-Native Engineering

About this episode

Thomas von Tschammer discusses how physics-aware AI is revolutionizing engineering processes in the automotive industry.

Thomas von Tschammer, co-founder and Managing Director US of Neural Concept, argues that physics-aware AI is driving a third revolution in engineering physical products. Neural Concept’s models learn from simulation and test data to evaluate 3D designs in minutes, helping Jaguar Land Rover move from about 50 external-aerodynamics evaluations per day to 1,500 and enabling battery cool-plate suppliers to cut development cycles while improving performance. The episode explains why AI is not replacing numerical simulation, but shifting it later in the process while expanding early design exploration across automotive, Formula 1, and manufacturing workflows. The stakes are competitive: companies that make engineering iterations AI-led can compress development cycles, while legacy OEMs risk falling further behind faster-moving Chinese and digital-native hardware competitors. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/1000-designs-a-day-neural-concept-s-thomas-von-tschammer-on-ai-native-engineering/ Mercury: Command is Mercury’s new conversational interface, giving you natural-language access to your finances and helping you take…

People in this episode

Hosts: Erik Torenberg, Nathan Labenz

Guest: Thomas von Tschammer

Topics covered

• AI engineering
• product design
• automotive industry
• simulation
• development cycles

Keywords

• AI-native engineering
• Neural Concept
• 3D designs
• development cycles
• automotive innovation

Sponsors

Mercury, Claude

Mentioned in this episode

Organizations: Neural Concept, Jaguar Land Rover

Places: China, Formula 1

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