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What are the key components of AI governance as discussed in Richard Gwashy Young's chapter on AI Governance, AI Risk Evaluation, and Future Outlook?

Key components of AI governance include policies, regulations, and organizational structures ensuring accountability, transparency, and fairness. It involves risk evaluation methodologies to assess potential harms and requires international cooperation, national legislation, and corporate self-regulation.

AI governance, as discussed in the chapter, involves a comprehensive framework that includes policies, regulations, and organizational structures designed to oversee AI development and deployment. This framework ensures accountability, transparency, and fairness in AI systems. It operates at multiple levels, including international cooperation, national legislation, and corporate self-regulation. A critical aspect of AI governance is risk evaluation, which involves systematic methodologies to assess and mitigate potential harms associated with AI systems. This includes addressing challenges like algorithmic bias and unintended behaviors. The governance framework is adaptive, aiming to balance innovation with ethical safeguards, and requires collaboration among policymakers, technologists, and civil society to develop inclusive and enforceable regulations.

Key points

  • AI governance includes policies, regulations, and organizational structures.
  • Ensures accountability, transparency, and fairness in AI systems.
  • Involves international cooperation, national legislation, and corporate self-regulation.
  • Risk evaluation is critical to assess and mitigate AI-related harms.
  • Addresses challenges like algorithmic bias and unintended behaviors.
  • Requires collaboration among various stakeholders for effective governance.
Source:AI and ML Governance in Financial Services· AI Governance, AI Risk Evaluation, and Future Outlook and Case Studies· p. 283–332
Cover of AI and ML Governance in Financial Services

AI and ML Governance in Financial Services

Richard Gwashy Young

Routledge, Taylor & Francis Group

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