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Comment by ragall
You forgot that this whole discussion started from the question "What contexts would the AI model need for analyzing, let's say, cluster-wide incident other than the observability data that such systems anyway collect already?". If one wants to automate resolution, then it becomes necessary to feed all kinds of information into the decision engine, precisely to compensate the incompleteness of each source of information.