AI evaluation Archives

The Trust Equation: Why AI Evaluation Standards Matter More Than You Think

OpenAI’s new guidance on third-party AI evaluations represents a crucial step toward industry transparency and standardized assessment. This framework for evaluating AI capabilities, safety measures, and validity could reshape how we build trust in increasingly powerful AI systems.

When AI Benchmarks Break: The SWE-bench Verified Controversy

SWE-bench Verified, a major AI coding benchmark, has become contaminated with flawed tests and training data leakage, leading experts to abandon it for more reliable alternatives. This controversy highlights the ongoing challenge of accurately measuring AI progress in an rapidly evolving field.