The Confidence Problem - Judgment Architecture

The Human Agent

Can I get a refund for my bereavement travel?

I'm not sure about that policy. Let me check with my supervisor and get back to you.

10 minutes later

Yes, here's exactly how to apply. I've started the process for you.

Customer waited 10 minutes. Got the right answer. Trust preserved.

The AI Agent

Can I get a refund for my bereavement travel?

Yes, absolutely! You can book now and request a refund within 90 days of travel for our bereavement fare.

⚖ Liability triggered

Customer relied on wrong information. Lost $650. Set legal precedent. Air Canada ruled liable.

Real-World Consequences

Ellis George Law Firm — $31K fine for AI-generated fake citations

Turnitin — 61% false positive rate on non-native English speakers

Air Canada — Court ruled: your chatbot's promise is your liability