# Laplace Intelligence Red-Teams Robots and Self-Driving Cars

> Laplace Intelligence's AI tools stress-test robots and self-driving cars in simulation, now profitable without disclosed funding.
- Title: Laplace Intelligence Red-Teams Robots and Self-Driving Cars
- Summary: Laplace Intelligence's AI tools stress-test robots and self-driving cars in simulation, now profitable without disclosed funding.
- Keywords: laplace intelligence, red-teaming, self-driving cars, robot testing, ai agents, project-based contracts, autonomous vehicles, nvidia cosmos, Dealroom
- Source: Dealroom — https://dealroom.co/news/164244-laplace-intelligence-red-teams-robots-and-self-driving-cars-and-it-s-alr
- Published: 2026-10-20T10:17:02+00:00
- Read time: 1 min
- Topics: laplace intelligence, red-teaming, self-driving cars, robot testing, ai agents, project-based contracts, autonomous vehicles, nvidia cosmos, startups, business
## What is Laplace Intelligence?
Laplace Intelligence is a University of Michigan spinout based in Ann Arbor building automated red-teaming tools to stress-test robots and self-driving cars in simulation.
## How it works
It uses ai agents to probe physical ai systems for failure points in high-fidelity simulations reconstructed from real-world map data.
## Why now?
Sun and chief scientist Henry Liu founded Laplace a year ago after their 2023 paper on autonomous driving ai made the cover of nature.
## Profitability and customers
Laplace is profitable through project-based contracts with customers including bot auto and a major japanese automaker.
## Key takeaway

Laplace Intelligence uses AI to find failure points in autonomous systems before real-world deployment, generating project-based revenue.