MLPerf Inference benchmark invalidation history

MLPerf Inference has had multiple submissions invalidated after publication. Notable cases: Google and NVIDIA submissions in Round 5.0, and AMD/UntetherAI in Round 4.1, were invalidated for violating benchmark rules (e.g., using different hardware than disclosed, or violating latency constraints). This is the canonical example of why benchmark results need independent verification.