NEWS · STARTUPS · #1451
Circuit Breaker Labs builds AI safety testing platform using hyper-realistic simulated users
Circuit Breaker Labs, a very early-stage startup founded by siblings Shirali and Arul Nigam, has developed an AI safety testing platform that uses simulated users representing diverse ages, languages, cultures and slang to red-team models for psychologically risky interactions; the company is operating with a small team and undisclosed marquee customers and will pitch at TechCrunch Disrupt. The platform runs tens to hundreds of thousands of simulated interactions per day and produces auditable scores intended for high-risk applications such as AI mental-health or coaching agents.
KEY POINTS
- Circuit Breaker Labs, a very early-stage startup founded by siblings Shirali and Arul Nigam, has developed an AI safety testing platform that uses simulated users representing diverse ages, languages, cultures and slang to red-team models for psychologically risky interactions; the company is operating with a small team and undisclosed marquee customers and will pitch at TechCrunch Disrupt.
- The platform runs tens to hundreds of thousands of simulated interactions per day and produces auditable scores intended for high-risk applications such as AI mental-health or coaching agents.
- This matters because the startup targets real-world psychological harms from conversational AI by stress-testing models across languages, ages and slang, producing auditable safety metrics for high-risk applications.
WHY IT MATTERS
This matters because the startup targets real-world psychological harms from conversational AI by stress-testing models across languages, ages and slang, producing auditable safety metrics for high-risk applications.