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White Circle is an AI Safety company focused on evaluating and improving safety, reliability, and optimization for AI systems. We design evals, benchmarks, environments, and tooling to study how AI systems fail and how to prevent unsafe behaviors in user-facing scenarios.
The research team conducts end-to-end studies—from vague questions to reproducible experiments—using white-box and black-box investigations to understand failures and biases in real-world interactions.
White Circle is an AI Safety company focused on evaluating and improving safety, reliability, and optimization for AI systems. We design evals, benchmarks, environments, and tooling to study how AI systems fail and how to prevent unsafe behaviors in user-facing scenarios.
The research team conducts end-to-end studies—from vague questions to reproducible experiments—using white-box and black-box investigations to understand failures and biases in real-world interactions.