Computer scientist Daniel Lemire challenges the software industry's reliance on test-driven validation in numerical computing, arguing that passing tests doesn't equate to correctness. His analysis reveals fundamental flaws in how developers handle floating-point operations and edge cases, with implications for AI, scientific computing, and safety-critical systems.