AI Benchmark Self-Testing Under Scrutiny as Calls for Independent Evaluation Grow

Critics compare vendors running their own benchmarks to students grading their own SAT, while an a16z discussion highlights the need for independent, up-to-date AI evaluations in policy making.

2026-08-19 ~ 2026-08-19 · 2 related posts

• Letting AI labs run their own benchmarks is like students proctoring their own SATs — MattPerault · 2026-08-19
• a16z Talk: What Policymakers Can Learn from AI Benchmarks — MattPerault · 2026-08-19