Responsible AI for Public Professionals
Using GenAI in Government - Resources
Find all the resources mentioned in the online course by selecting a module from the dropdown menu below. Have questions? Contact us
Ready for a deeper dive? Take a course to
Module 2: Explaining Generative AI: What it is
In this module, participants learn about artificial intelligence (AI) and generative AI (GenAI) in simple terms. The module explores GenAI's ability to understand, create, and synthesize knowledge based on training data. Examples demonstrate GenAI's capabilities in generating text, images, and engaging in multi-modal interaction, as well as its potential to save time and improve outcomes in government work.
Learn more
-
An accessible animated explainer of how generative works under the hood from
-
A more technical interactive explainer of how generative AI predicts the next word from PAIR (People, AI, Research) group at Google.
-
IBM Blog Post + Video - What is Generative AI
Citations
-
2023 Executive Order on AI - The White House - https://bit.ly/wh-eo-14110
-
City of Boston GenAI Audio Summaries - https://bit.ly/boston-ai-summary
-
Centaurs and Cyborgs on the Jagged Frontier - Ethan Mollick - https://bit.ly/mollickarticle
-
Heidelberg GenAI Chatbot - https://bit.ly/heidelberg-chatbot
-
Kelwona, BC, Canada - https://bit.ly/kelowna-chatbot
-
Prospect Park, NJ Chatbot - https://bit.ly/NJ-chatbot
Module 3 & 4: Effective use part 1 & 2
These modules provides a systematic understanding of GenAI's application to public sector work. Participants will learn about ten key areas where GenAI can streamline tasks and be encouraged to experiment with different platforms. The modules cover applications such as drafting content, brainstorming ideas, proofreading, summarizing information, role-playing, accelerating learning, coding, analyzing data, and more. A prompting framework with five components (Instruction, Role, Context, Format, and Example) is introduced, along with best practices for simplicity, clarity, flexibility, and efficiency. Participants will engage in hands-on exercises to refine prompts and explore techniques to enhance GenAI interactions.
Learn more
Innovate US Prompt Engineering Worksheets (here).
-
For more tips on prompt engineering and usage best practices follow the One Useful Thing blog by Ethan Mollick, Professor at Wharton. Example posts:
-
How to use AI to do practical stuff: A new guide (oneusefulthing.org)
-
How to Use AI to Do Stuff: An Opinionated Guide (oneusefulthing.org)
-
Working with AI: Two paths to prompting (oneusefulthing.org)
-
Neuron AI’s free course on prompt engineering
-
For more advanced resources:
-
Anthropic’s Prompt Designer tool that uses GenAI to help you design prompts (article about the tool)
-
Anthropics guide to prompt engineering
Citations
-
Reid Hoffman meets his AI twin - https://youtu.be/rgD2gmwCS10
-
CoPilot Context Limits & Word Limits - https://bit.ly/copilot-limits