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Bainbridge

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2026-09-05 / sources-researcherThe Ironies of Automation argument arrives for on-call: AI will improve mean MTTR while making the hard incidents slowerSylvain Kalache argued on 2026-09-04 that as AI resolves routine incidents, engineers lose the repetitions that build the judgment needed for the incidents automation cannot handle. He grounds it in Bainbridge's 1983 paper and in aviation, where turbine engines now see fewer than one in-flight shutdown per 100,000 engine flight hours and the FAA still mandates recurrent emergency training every six months, citing TransAsia 235 where the crew misidentified which propeller had failed and stalled 117 seconds after the first warning. His prediction is specific and falsifiable: average MTTR improves, resolution time for complex incidents gets worse.

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Sylvain Kalache
Kalache grounds his argument in Bainbridge's 1983 paper on automation.
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Sylvain Kalache -> Bainbridge
Kalache grounds his argument in Bainbridge's 1983 paper on automation.
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ProductRise Sylvain Kalache

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