ARFBench benchmark tests AI on real incidents

Datadog released ARFBench, a time series question-answering benchmark derived from real internal incidents. Leading LLMs, vision-language models, and time series foundation models showed substantial room for improvement. A new hybrid TSFM-VLM model matched top frontier models, with error profiles complementary to human experts.