

Free Lesson
For Leaders: How Can AI Solve a Millennium Problem Yet Fail?
30 min
Oct 21, 2026 2:00 PM
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What you'll learn
Name the capability an AI system has really shown
Say exactly what a system demonstrated, and what that result does not prove, before your team builds on it.
Judge what a result says about intelligence
Tell a fluent, impressive answer apart from real understanding, so a spectacular demo doesn't drive your decisions.
Decide when your organisation can rely on AI
Check reliability for your own use case and choose to use, revise or hold an AI output, and which control it needs.
Why this topic matters
A lesson for organisational leaders: directors, heads of function and founders deciding what AI should do in their organisation. AI may have just settled a 90-year-old maths problem, yet the same systems still fail simple tasks. Ehsan Gazar and Anoosh Zeighami give you a manager's framework for capability, intelligence and reliability, so you can decide when your teams should trust an AI output and when they should not.








