AI Red Teaming Makes the Unknowns Known

As AI becomes embedded in workplace operations—from employee copilots to customer experiences to autonomous agents—traditional testing methodologies prove insufficient. The post contends that an AI system can pass a benchmark and still fail in production when encountering real-world conditions beyond controlled testing environments.