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The author critiques current Time Series Anomaly Detection benchmarks, showing that a simple Statistical Process Control algorithm can outperform state-of-the-art methods, suggesting benchmarks are too trivial and calling for more challenging problems in the community.
The article discusses rediscovering Statistical Process Control (SPC) from manufacturing and applying it to code generation and review in software development, emphasizing process control over inspection.