🚗Laplace Red-Teams Robots and Self-Driving Cars in Simulation
TL;DR
Laplace Intelligence uses a post-trained Nvidia Cosmos simulator and AI agents to hunt for failures in robots and autonomous vehicles. It is already profitable and counts Isuzu as a customer.
Laplace Intelligence uses a post-trained Nvidia Cosmos simulator and AI agents to hunt for failures in robots and autonomous vehicles. It is already profitable and counts Isuzu as a customer.

Key Points
Spun out of the University of Michigan about a year ago; founders Howie Sun and Henry Liu
Scenes are edited with language prompts, with live traffic data from providers like TomTom
Agents mine news and police reports to design test scenarios
Customers and partners include Isuzu, Bot Auto, Nvidia and a T-Mobile and San Jose pilot
Rival Applied Intuition has raised $1.2B at a $15B valuation
Why It Matters
Physical AI needs a way to find corner cases before the road does. A small, profitable startup going after Applied Intuition shows the testing layer is still open.
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