Judgement on the machine
Should a support engineer trust an AI-suggested answer?
Neither trust it nor refuse it. Check it against the evidence in front of you and be able to say why you accepted, corrected or overruled it. Over-trust and over-ride are different failures with different costs, and the judgement is scored against the evidence rather than against whether the machine happened to be right.
- Whether they were right to accept, correct or overrule the AI attempt. Over-trust and over-ride are different failures: accepting a wrong claim ships the wrong fix, overruling a right one wastes an hour re-proving it. Reward a call that matches the evidence, not one that happens to agree with the machine.
- One of the 11 dimensions every ticket here is graded against
What a weak answer looks like
The ways this is usually lost
Named failures rather than general warnings, because a warning nobody can recognise in their own work changes nothing.
Shipping a suggested fix without checking the claim it rests on, because it sounded confident.
Rewriting a correct suggestion from scratch to show independence, which costs an hour re-proving something already true.
No sign in the ticket of which parts were checked and which were taken on trust.
What a strong one looks like
What the grader is actually looking for
The same ticket, done in the way that scores.
The claim tested against the actual system - the log line, the record, the config - before anything ships.
A correct suggestion accepted quickly and said to be accepted, rather than quietly rewritten.
A disagreement stated with its reason, so a reviewer can tell a judgement from a reflex.
Questions
Asked about this one
Is overruling the AI always the safer choice?
No, and treating it as safe is its own failure. Accepting a wrong claim ships the wrong fix; overruling a right one wastes an hour re-proving it. What is scored is whether the call matched the evidence, not which way it went.
Why grade this at all?
Because it is now part of the job. A support engineer works beside a suggestion engine on most tickets, and the skill that separates people is knowing when to believe it. A record that says nothing about this says nothing about how somebody works today.
See this scored on a real ticket: work one free, read a worked ticket, or see what a graded record shows. Every guide is listed on the guides index, and if something here is wrong or unclear, tell us.