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Course Outline

Module 1 – Fundamentals of Generative AI and Prompt Engineering

  • Core principles and operational mechanisms of generative AI systems
  • The role and significance of prompt engineering in optimizing AI outputs
  • Key components of constructing effective prompts
  • Distinctions between foundational and complex prompting techniques

Module 2 – Prompt Development and Application Across Functional Areas

  • Administrative Functions:
    • Facilitating the drafting of official documents, reports, and policy opinions
    • Ensuring consistency in internal and external government communications
  • Stakeholder Engagement:
    • Enhancing dialogue with constituents, partners, and interagency collaborators
    • Producing rapid, precise, and tailored responses to inquiries
  • Analytical Support:
    • Informing decision-making through data analysis and scenario modeling
    • Synthesizing key findings from detailed reports
  • Process Automation:
    • Efficiently organizing and reducing the burden of routine tasks
    • Developing automated workflows via sequential prompt chaining for government operations
  • Specialized Applications:
    • Generating specialized content for legal, commercial, technical, and analytical domains

Module 3 – Best Practices and Operational Limitations

  • Iterative refinement of prompt structures to improve accuracy
  • Mitigation strategies for generic or factually incorrect outputs
  • Recognition of inherent AI biases and system limitations in federal applications

Module 4 – Ethics, Data Privacy, and Accountability

  • Governance standards for the responsible deployment of AI within agency contexts
  • Protocols for managing sensitive data and classified information
  • Adherence to internal policy frameworks and regulatory compliance requirements

Program Summary and Strategic Next Steps

Requirements

  • Demonstrated comprehension of operational procedures
  • Proficiency in the use of digital communication platforms
  • Foundational knowledge of data-centric decision frameworks

Target Audience

  • Government workforce members
  • Supervisory personnel
  • Administrative and analytical staff for government
 8 Hours

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