
Dr Vivienne Ming: When machines have all the answers
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Part 1: why 95% of people use AI wrong and what it costs us.
The human side of AI adoption: Part 1
Research shows only 5% of people truly co-create with AI — the rest just outsource their thinking. Dr. Vivienne Ming and Andy Mabaso reveal why companies using true co-creation win product awards and drive revenue while outsourcing produces forgettable marketing slop. Plus: the neuroscience behind cognitive decline, why machines handle certainty while humans must own uncertainty.
The human side of AI adoption: Part 1
Research shows only 5% of people truly co-create with AI — the rest just outsource their thinking. Dr. Vivienne Ming and Andy Mabaso reveal why companies using true co-creation win product awards and drive revenue while outsourcing produces forgettable marketing slop. Plus: the neuroscience behind cognitive decline, why machines handle certainty while humans must own uncertainty.
Chapters
- 00:02 Introduction to Local Logic and guest
- 01:10 Dr Ming's background and philosophy
- 03:59 AI's role in empowering people in organisations
- 06:54 Misconceptions about ethics and technology
- 14:13 AI making easy things easier and hard things harder
- 17:01 Research on AI co-creation vs outsourcing
- 22:55 Ethics in AI implementation
- 26:27 Frameworks for organisational AI implementation
- 30:04 The fundamental challenge: well-posed vs ill-posed problems





