Algorithm Bias and Ethics

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Questions and Answers

What is the Centre for Data Ethics and Innovation (CDEI) investigating?

  • The potential for bias in algorithms used in finance
  • The potential for bias in algorithms used in crime and justice (correct)
  • All of the above
  • The potential for bias in algorithms used in recruitment

What is the Harm Assessment Risk Tool used for in Durham?

  • To predict crime hotspots
  • To screen CVs and influence the shortlisting of candidates
  • To make decisions such as whether to grant individuals loans
  • To assist police officers in deciding whether an individual is eligible for deferred prosecution based on the future risk of offending (correct)

What is Qlik used for by Avon and Somerset Police?

  • To decide where to put police officers (correct)
  • To screen CVs and influence the shortlisting of candidates
  • To assist police officers in deciding whether an individual is eligible for deferred prosecution based on the future risk of offending
  • To predict crime hotspots

What is the concern of human rights group Liberty regarding predictive policing programs powered by algorithms?

<p>The potential for bias (D)</p> Signup and view all the answers

What is the opinion of AI expert Dave Coplin regarding the CDEI's investigation?

<p>The CDEI should focus on where AI is being used in government today and future challenges of AI usage (C)</p> Signup and view all the answers

Flashcards

CDEI investigation focus?

Investigating bias potential in algorithms used in crime and justice.

HART tool purpose?

Assesses risk of future offending to decide deferred prosecution eligibility.

Qlik's policing application?

Used for strategic deployment of police officers.

Liberty's concern on algorithms?

Predictive policing programs may contain potential for bias

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Dave Coplin's CDEI advice?

It should focus on current and future AI usage in government.

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Study Notes

Centre for Data Ethics and Innovation (CDEI)

  • Investigating the use of algorithmic systems in policing, including predictive policing and decision-making tools.

Harm Assessment Risk Tool (HART)

  • Used by Durham police to assess the risk of individuals committing a crime.
  • Utilizes data to predict the likelihood of an individual reoffending.

Qlik

  • Used by Avon and Somerset Police to analyze and visualize crime data.
  • Helps identify patterns and trends in crime.

Human Rights Concerns

  • Liberty, a human rights group, is concerned that predictive policing programs powered by algorithms may perpetuate biases and discrimination.
  • Raises concerns about the potential for algorithms to unfairly target certain groups or individuals.

AI Expert Opinion

  • Dave Coplin, an AI expert, believes the CDEI's investigation is important to ensure that algorithms are used in a way that is transparent, fair, and free from bias.
  • Agrees that the investigation is necessary to mitigate potential risks and ensure accountability in the use of algorithmic systems in policing.

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