Incidents on the Build Your Own AI Platform track. An incident plan says how you disable a model, how you preserve logs, and who speaks. Practice the disable switch.
This lesson assumes you already worked through An admin console.
The idea in practice
Disable means stop traffic and stop tools, not only hide a button. Keep the last good version.
A concrete check
goal = {
'track': 'Build Your Own AI Platform',
'lesson': 'Incidents',
}
checks = [
'input available at decision time',
'score matches the real decision',
'failure case written down',
]
print(goal['lesson'])
for item in checks:
print('-', item)
Run the sketch locally if you have Python. The printout is a reminder of the checks, not a trained model. Replace the strings with the real inputs from your own example before you treat it as a design.
What usually goes wrong
A plan that starts with 'rebuild the model' during the outage. When this happens, stop adding parameters or tools. Fix the check, the data, or the permission, then run the same example again.
What to write down
- The input you are allowed to use at decision time.
- The output and the score or pass rule.
- One failure you will test on purpose.
- What you will not claim the system can do.
Practice
Write the first three actions in the first 15 minutes.
Self-check
- Say Incidents in one sentence that mentions an input and an output.
- Name the failure mode in this lesson and the check that would catch it.
Done when: you can explain this lesson without the page open, and you have a written failure case.