Senior ML Engineer writing about time-series, foundation models, and production ML.https://necdetduruk.com/https://necdetduruk.com/posts/why-im-benchmarking-time-series-foundation-models/https://necdetduruk.com/posts/why-im-benchmarking-time-series-foundation-models/A rigorous comparison of time-series foundation models against a well-tuned Isolation Forest on SMD, with discussion of the metric problem in this literature.Sun, 17 May 2026 20:00:00 GMT