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Circuit Breaker Labs, founded by siblings Shirali and Arul Nigam, builds simulated user agents to test AI models for psychologically harmful interactions across ages, languages and cultural contexts. The startup, a TechCrunch 2026 Startup Battlefield 200 finalist, runs large-scale simulated conversations and produces explainable safety scores aimed at high-risk applications such as AI coaching and journaling tools.
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