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Thinking About AI

  • Thinking about AI, UX and HCI
  • More …
    • People-Centered Design
    • Prototyping User(s) Experiences
  • Thinking about AI, UX and HCI
  • More …
    • People-Centered Design
    • Prototyping User(s) Experiences

Sources of value for AI

Zitrion argues very cogently that there has been little so far to demonstrate an effective business value for AI. In these early days a lot of usage is curiosity driven and does not cost the user very much.

About Me

I wrote my first AI model in 1980, modelling a young child’s conceptual model of numbers and basic arithmetic operations. In 1986 I published a machine learning paper comparing the impact of the different machine learning algorithms and different data representations – finding that the data representation effect was much greater than the effect of the algorithms.

Knowledge, Rules and Skills

Centaurs and reverse centaurs

Lewis Hamilton or Learner Driver

Decision-Making Versus Judgements

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© 2026 David Gilmore