Confident AI use is not the same as competent AI use.
Most people using AI in professional settings can't yet tell the difference.
That gap has a name, and it has a diagnostic.
THE JUDGEMENT GAP
The Judgement Gap is the distance between confident AI use and competent AI use. It is a property of the person, not the tool. It develops through use, and it widens without the person noticing, because the feedback loops that keep professional judgement calibrated - being wrong, being corrected, doing the work unaided - quietly disappear. It doesn't show up in adoption metrics. It shows up later, in a decision nobody double-checked.
A QUICK REFLECTION
Where is judgement actually at risk in your organisation?
Four questions worth sitting with before you spend anything on training.
Could you explain how that AI assisted decision was reached?
1.
Would it survive scrutiny?
2.
Did you verify the output, or trust it because it’s usually right and it sounded OK?
3.
If your most experienced person left tomorrow, how much of their judgement now sits inside a tool no one is checking?
4.
If you are not sure of the answers, that uncertainty is the finding. It is worth a conversation.
ORGANISATIONS
For your organisation:
Diagnostic, training, and advisory for teams where AI decisions carry consequences.
INDIVIDUALS
For your own practice:
Recognise the gap in yourself? A structured pathway to close it, at your own pace.
“We are all still buzzing from your great sessions, you were brilliant and was such good value”
Chief Impact and Growth Officer - Royal College of Physicians
THE WORK BEHIND THIS
Built where the consequences are real.
Cyberpsychology grounded in twenty-five years of professional practice. Read my full bio
Cyberpsychologist, MSc Cyberpsychology
Founding architect, NHS Communications AI Taskforce
AI Ambassador, Department of Health and Social Care
Executive Committee, UK Digital Health Care
“Your session was fabulous. I’ve had such amazing feedback on how inspired the team came away from it. In particular, we really appreciated how practical you made it, and we now have lots of ideas to use AI in ways which we hadn’t considered.”
Patrick Leahy, Director of Communications, Royal College of Surgeons of England
“I honestly thought the session was going to be about soft skills in AI adoption but actually it was the missing implementation piece in our governance strategy.”
Chief Information Officer, GoJ
START WHERE IT’S USEFUL
A first conversation, not a sales call.
If you are bringing AI into your organisation and want a clear-eyed view of what it costs in human terms, this is the right place to start.