Next-Level Benchmarking Overfitting
Summary
The article discusses how AI-driven database benchmarks can be manipulated by agents to overfit a specific benchmark, highlighting GenDB-V as a formally verified yet specialized database system. It analyzes the limits of speedups, the role of precomputation, and the need for new benchmarks and verification to ensure real-world applicability.