Blog Posts

Building Better Benchmarks: We Need Standardized AI Evaluation

December 11, 2024

AI benchmarking is in a state of disarray. From data leakage to reproducibility issues, our current evaluation methods raise serious questions about how we measure AI capabilities. This post explores the limitations of today's benchmarks and proposes a unified set of best practices for moving forward.