Course Outline

Foundations of Responsible AI for Government

  • An overview of responsible AI and its importance in software development for government
  • Key principles: fairness, accountability, transparency, and privacy in government applications
  • Case studies of ethical failures and misuse of AI in codebases within the public sector

Bias and Fairness in AI-Generated Code for Government

  • How large language models (LLMs) can perpetuate bias through training data in government applications
  • Methods for detecting and mitigating biased or unsafe code suggestions in government systems
  • The risk of AI hallucination and the potential for introducing errors at scale in government operations

Licensing, Attribution, and IP Considerations for Government

  • Understanding open-source licenses (MIT, GPL, Copyleft) in the context of government projects
  • Determining if LLM-generated outputs require attribution in government settings
  • Auditing AI-assisted code for third-party licensing issues to ensure compliance with government regulations

Security and Compliance in AI-Assisted Development for Government

  • Ensuring the safety of code generated by LLMs and avoiding insecure patterns in government systems
  • Compliance with internal security guidelines and industry regulations specific to government operations
  • Maintaining auditable documentation of AI-assisted decision-making processes for transparency and accountability

Policy and Governance for Development Teams in Government

  • Establishing internal AI usage policies for software development teams within government agencies
  • Defining acceptable use of AI tools and identifying potential red flags in government applications
  • Selecting appropriate AI tools and responsibly onboarding AI assistants to support government workflows

Evaluating and Auditing AI Output for Government

  • Utilizing checklists to assess the trustworthiness of generated content in government projects
  • Conducting both manual and automated reviews of AI-generated code to ensure reliability and security
  • Best practices for peer-review and sign-off processes in government software development

Summary and Next Steps for Government

Requirements

  • Fundamental knowledge of software development processes
  • Understanding of Agile, DevOps, or other general software project methodologies

Audience for Government

  • Compliance teams
  • Developers
  • Software project managers
 7 Hours

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