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Course Outline
Introduction to Prompt Engineering for Government
- An overview of prompt engineering and its significance in enhancing government operations
- Common use cases and the impact on productivity within public sector workflows
- A summary of typical model behaviors relevant to government applications
Core Principles of Effective Prompts for Government
- Ensuring clarity, providing context, setting constraints, and using examples in prompts
- Controlling output length, format, and style to align with governmental requirements
- Identifying common pitfalls and strategies to avoid them in government communications
Prompt Patterns and Templates for Government
- Instruction-based prompts and role-specific prompts tailored for government use
- Chain-of-thought and step-by-step prompting techniques suitable for governmental tasks
- Few-shot examples and the reuse of templates to streamline government processes
Hands-on Prompting Exercises for Government
- Crafting prompts for summarization and rewriting documents for government purposes
- Designing prompts for classification and data extraction in governmental datasets
- Live iteration: refining prompts based on outputs to improve government efficiency
Evaluating and Improving Prompts for Government
- Metrics and heuristics for assessing the quality of prompts in a governmental context
- Using tests and edge cases to validate prompts for government applications
- Versioning and documenting prompt changes to ensure accountability and traceability
Safety, Bias & Responsible Use for Government
- Recognizing and mitigating biased or unsafe outputs in government communications
- Implementing basic guardrails and content constraints for responsible use in the public sector
- Determining when to involve human review for ensuring accuracy and compliance
Wrap-up, Resources & Next Steps for Government
- Quick reference templates and cheat sheets designed for government use
- Recommended reading and community resources for further learning in government contexts
- Suggestions for continued practice and learning paths to enhance skills for government professionals
Requirements
- Familiarity with web-based artificial intelligence chat interfaces
- Basic understanding of natural language concepts
- Proficiency in iterative problem-solving techniques
Audience
- Beginners seeking to enhance their ability to communicate effectively with AI models for government applications
- Product managers, content creators, and analysts exploring AI tools for government use
- Individuals responsible for producing or evaluating AI-generated content in a public sector context
2 Hours
Testimonials (1)
Since we had a Roche internal AI Training (6 lections), the presented majority content was a good sum-up, however, personally I did learn something new in this training session, which was to counter back the prompt, so the AI program has to ask you about possible questions regarding to this specific topic.
