Understanding Artificial Intelligence

Henry Ford’s Faster Horse

Embodiment Factors

Heider and Simmel (1944)

Human Communication

Evolved Relationship with Information

New Flow of Information

Evolved Relationship

Evolved Relationship

\[\text{reflect} \Longleftrightarrow \text{reflex}\]

Accelerate Program: Empower the User

AutoAI: Resolve Intellectual Debt

Data Trusts: Empower People through their Data

AI@Cam

Conclusions

• Humans view intelligence as embodied, but AI is not embodied.
• Critical decisions are dependent on human nuance to reconcile the tension between \(p\)-Fairness and \(n\)-Fairness.
• This implies that AI should only ever be seen as a tool of humans.
• Much of current technology makes us a tool of the AI.

Conclusions Contd

• Three interventions to address this.
  • Empower the humans to better use the tools.
  • Develop better standards for creating AI systems.
  • Develop data intermediaries to allow citizens to have a voice in how their data is used.