While the previous chapters focused on build and operationalization of the generative AI solutions, this chapter focuses on the set of risks that must be carefully addressed, concerns such as misuse, the spread of misinformation, and the reinforcement of societal biases, and will help in building and implementing responsible AI solutions which are safe, equitable, and aligned with human values. We will learn about establishing a strong framework that blends the core principles of responsible AI (RAI) with targeted approaches for identifying, evaluating, and mitigating the distinct risks of generative AI.

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Responsible AI and Risk Framework

  • Shakuntala Gupta Edward,
  • Rahul Bhattacharya,
  • Vikas Sinha

摘要

While the previous chapters focused on build and operationalization of the generative AI solutions, this chapter focuses on the set of risks that must be carefully addressed, concerns such as misuse, the spread of misinformation, and the reinforcement of societal biases, and will help in building and implementing responsible AI solutions which are safe, equitable, and aligned with human values. We will learn about establishing a strong framework that blends the core principles of responsible AI (RAI) with targeted approaches for identifying, evaluating, and mitigating the distinct risks of generative AI.