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Govern the Machine / Podcast · Episode 003

When AI Gets It WrongThe first hour: Stop, Scope, Speak, Fix

Podcast · Incident response1 October 20266 min listen
The audio edition

Listen to the episode

Host Caleb Moorcroft, with Shane Heath and Konstantin Orlov. Runtime 5:49.

Episode 003 · Now available

Follows Episode 002 — When AI Takes Action.

It's 7:40 on a Monday. A plumber checks his phone and finds forty-two messages — his AI booking assistant confirmed every weekend enquiry for the same Saturday slot. Every business that uses AI will have a morning like this eventually. The question isn't whether it happens. It's what you do in the first hour.

An AI mistake is not a catastrophe by default. A badly handled one is.

What we cover

The first hour: Stop, Scope, Speak, Fix. Pause the system (this is what the kill switch is for) — but stop the action, not the evidence. Scope who was affected and whether any personal information moved. Speak to affected people before they contact you. Fix the damage, then fix the cause — and only turn it back on once the cause is fixed, not the symptom.

Talking to the customer. Never "sorry, that was the AI" — to a customer, your AI is your business (see Moffatt v. Air Canada, 2024). Four beats: own it, say what happened plainly, say what you're doing for them, say what you've changed.

The review afterwards. A blameless, one-page incident note — five lines — that over time becomes your most valuable governance document. Three incidents from the same tool is a vendor conversation.

The line to remember

Own the mistake, don't blame the machine. Fix the cause, not the symptom. Mistakes are how a system earns its next level of trust — if they're handled well.

Produced with AI voice synthesis (ElevenLabs). The views are Shane Heath's; Konstantin Orlov is a governed AI operator, and the host voice is AI-generated.