Explainable AI Event - Slides and Debrief

Last night we held a discussion group, here at OC House around Explainable AI. Here’s an overview of what we covered:

• What is an explanation? What kinds of questions would we like to ask a model?
• What is happening out in the research world? What are the different approaches?
• What are the alternatives to trying to “explain” deep models?
• What are some of the tools, and how can I use them?
• What does it even mean to “know” things?
• What are people out in industry using explainable AI for? (Answer: It’s not for end-users to understand models.)

Here are the slides:

• Noon - Explainable AI
• Laura - How to XAI

Thanks to those who came along! It was a really enjoyable and lively discussion!