Tailoring AI to the user

Concetti di Explainable Artificial Intelligence (XAI)

Folkert Stijnman

ML Engineer

AI systems need to align with the end-user

  • AI systems often optimize current processes
  • If the system is too complex the user will be unable to work with it
  • The system should be tailored to the end-user

graphic depicting a high-tech coffee machine

Concetti di Explainable Artificial Intelligence (XAI)

Scenario: the Smell Nice Shop

graphic of person deciding what amount of shampoo bottles to order based on previous sales

  • Currently, the shop owner relies on historical sales data
  • For example, sales of last week
  • Based on those numbers the shop owner will buy its stock
Concetti di Explainable Artificial Intelligence (XAI)

Scenario: the Smell Nice Shop

graphic of person deciding what amount to order based on AI system

Concetti di Explainable Artificial Intelligence (XAI)

Scenario: the Smell Nice Shop

graphic showing explanations of influence of factors

  • XAI can show what factors contribute to decision-making

As such, the Smell Nice Shop:

  • Can easily provide feedback about the system
  • Gets a better understanding of the decision-making process
  • Gains insights into their own decision-making process
Concetti di Explainable Artificial Intelligence (XAI)

Let's practice!

Concetti di Explainable Artificial Intelligence (XAI)

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