The Challenges of Testing Artificial Intelligence (AI)" - PowerPoint PPT Presentation

About This Presentation
Title:

The Challenges of Testing Artificial Intelligence (AI)"

Description:

One of the challenges around the testing of AI is the ability to reproduce and explain a set of results. Ultimately, the real challenge is convincing everyone that AI systems can be trusted with important decisions. – PowerPoint PPT presentation

Number of Views:5

less

Transcript and Presenter's Notes

Title: The Challenges of Testing Artificial Intelligence (AI)"


1

The Challenges of Testing Artificial Intelligence
(AI)
2
The Challenges of Testing Artificial Intelligence
(AI)
  • Our day-to-day lives are becoming increasingly
    reliant on the direction, decision-making, and
    support of AI systems.
  • Never in the history of technology has the threat
    or the need to protect the integrity of such
    decision-making been more urgent or real.
  • I recently served as an official reviewer for a
    new BCS pre-publication book titled Artificial
    Intelligence and Software Testing Building
    systems you can trust.
  • A brilliant reference covering all aspects of the
    challenges of both Artificial Intelligence (AI)
    and Machine Learning (ML), and how traditional
    approaches to Software Testing have been
    disrupted and challenged.
  • Societal trust in AI decision-making is at the
    very heart of what AI is all about. The greater
    the level of societal trust in AI, the greater
    the level of societal adoption of AI.
  • AI is making our lives easier in many ways never
    imagined, in the form of driverless cars or
    helping law courts derive smarter offender
    sentencing decisions.
  • We need to, however, believe that AI
    decision-making is arriving at the correct answer
    or response that is also both ethical and
    non-biased.

3
The Challenges of Testing Artificial Intelligence
(AI)
  • Trust in AI responses
  • The testing of AI systems is at the very heart
    of building confidence and trust in AI answers
    and responses.
  • Not only are the problems harder, but AI systems
    are different. AI systems change in response to
    stimuli, unlike other software that only changes
    when updated deliberately.
  •  
  • Bias
  • Life as we encounter it is full of biases, some
    explicit and some implicit, some
    human-constructed and some not.
  •  
  • Ethical Behaviour
  • How do we test for ethical and unethical
    behaviour? In a situation where grey areas or
    known ethical challenges exist, how to handle
    it?
  •  
  •  
  • Interesting right?
  • Want to know more on this topic
    https//bit.ly/3tZg35Y

4
Write a Comment
User Comments (0)
About PowerShow.com