Directory of Social Change: Introduction to AI - Large Language Models (LLMs), Prompt Engineering, and Agents

If you work in a small charity and want to make the most of your time and limited resources, this short session will help you understand how AI tools can support your day-to-day work. We’ll show you how to start using Large Language Models like ChatGPT to save time, get creative, and work smarter. This is a practical session that focuses on real examples and accessible tools you can test straight away.

Who should attend?

Anyone working or volunteering in a small charity who uses a computer and is curious about how AI might help in their role. No tech background is needed – just an interest in learning and a willingness to try something new.

Outcomes

• Understand what Large Language Models (LLMs) are and how they work
• Learn the basics of writing good prompts (and spot what makes a bad one)
• Discover how to create simple, custom AI agents
• Leave with the confidence to explore and test AI tools in your daily work

 What will it cover?

• An easy-to-understand introduction to AI and LLMs
• Practical examples of prompts: what works and what doesn’t
• Tips for effective prompting
• An introduction to agents: what they are and how to start building them
• How these tools can help you get more done with less