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When a job process exits non-zero (and was not cancelled), scan its captured output for lines beginning with 'ERROR:' and show them in a dialog. Processes emit a single 'ERROR: <cause>' line to report the real failure reason (e.g. a GPU out-of-memory during SAM3 model load), so the user sees the cause without opening the job log.
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When a pipeline/training job process exits non-zero (and was not cancelled), scan its captured output for lines beginning with ERROR: and show them in a dialog. Processes emit a single ERROR: <cause> line to report the real failure reason (e.g. a GPU out-of-memory during SAM3 model load), so the user sees the cause without opening the job log. General mechanism — any pipeline that prints ERROR: and exits non-zero surfaces it.