On Working with Wizards
Everyone is focused on AI capabilities. Nobody is talking about the verification problem.

Why it matters
As AI becomes more powerful and opaque, business leaders face a critical challenge: how do you verify the quality and accuracy of AI output when the technology operates like a 'black box wizard'? This verification bottleneck could become the limiting factor in AI adoption.
The key facts
3 to knowAI operates on a 'jagged frontier' where capabilities are unpredictable
Verification of AI output becomes increasingly difficult as models become more sophisticated
The gap between AI capability and human ability to verify results is widening
Go to the source
One Useful Thing (Ethan Mollick)oneusefulthing.org
Publisher excerpt: Verifying magic on the jagged frontier
