Announcement_85

“When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation” has been accepted to ICML 2026 in Seoul! We systematically study how and when popular AI benchmarks saturate, characterizing the lifecycle of evaluation suites and what saturation patterns reveal about benchmark design.