Is building an AI system to predict long-term unemployment “risky” from an ethical perspective?

February 23, 2024February 23, 2024 Discipline: Data science

Essay Question: Is building an AI system to predict long-term unemployment “risky” from an ethical perspective?


Things you can consider as you develop your paper:

  • What can go wrong with using algorithms to predict long-term unemployment? How could it be used for social bad? How realistic is the chance of that happening? Remember this tool from Case Study 1 was built for the Portuguese government.
  • The case study data uses personal information such as geographic location/address, physical and/or mental disabilities, job performance, personal details such as gender, race, past income, profession, and more. Think about how leveraging such information to develop algorithms could be problematic. Give examples.
  • Are privacy issues a concern? Is there a chance this data may be shared with third parties that could potentially use this data for bad?
  • Could any other case studies we have discussed (or from the textbooks) potentially lead to adverse scenarios where the AI system can cause risk to beneficiaries?

Response Guidelines:  To achieve a successful experience and outcome, you are expected to meet the following requirements.

  1.  Demonstrate good written communication skills.
  2. Length of paper: 1500-2000 words
  3. APA format: The mini module 2b should have prepared/refreshed you for this.
  4. Minimum of 3 resources. (You can, and should, use the Case Study 1 paper as part of your references.)
  5. The paper must be submitted through Turnitin.

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