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HumanEval

AI21 Labs: Public coding benchmarks miss how developers really use agents
ResearchOctober 14, 2026, 12:00

AI21 Labs: Public coding benchmarks miss how developers really use agents

AI21 Labs says public coding benchmarks such as SWE-bench, HumanEval and Spider give a skewed picture of how developers use AI agents. After classifying seven weeks of…

Research
ResearchOctober 6, 2026

Aleph Alpha: Leaked Benchmark Data Inflated HumanEval Scores by 45 Points

Aleph Alpha says it removed 1.5 million documents quoting benchmark items from the mid-training pool of its Kolibri model, and that putting them back in a proxy run…