Rayid Ghani's guest appearances

Rayid Ghani

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Net Politics

The Harry Glorikian Show

Rana El Kaliouby

Scott Clark

Celeste Kidd

Dennis Mortensen

Rob Walker

Richard Fox

John Glaser

Sheldon Whitehouse

Sanmi Koyejo

Chelsea Finn

Dario Amodei

Jianxiong Xiao

Kate Darling

Jason Holmberg

Lotte Bransen

OwlTail

In this week's show Harry interviews Rayid Ghani, a computer scientist at Carnegie Mellon University who studies how to use AI and data science to model and influence people's behavior in realms like politics, healthcare, education, and criminal justice.Ghani tell Harry he grew up hating coding, since the very need for it showed that "computers are really stupid and dumb." But Ghani says he eventually realized that machine learning can change that by allowing programmers to teach computers the rules of the game, at which point they can improve on their own and learn to solve real problems.Ghani went on to become chief data scientist for the 2012 Obama campaign, and he has since used what he learned  about data analytics to study applications of AI to large-scale social problems in many areas, including healthcare. He's currently Distinguished Career Professor in the Machine Learning Department at Carnegie Mellon University's School of Computer Science.In political campaigns, Ghani says, machine learning and other forms of AI are used not just to predict voter behavior but, in combination with behavioral psychology insights, to change it. "Why not do the same thing for issues with effects that are much, much broader?" he asks. "In health, we do fairly macro policies around 'everybody should get this vaccine.' But often you don't have enough resources to make sure that happens." AI and machine learning may be able to help by predicting who needs help the most, and then persuading them to make the necessary changes—for example, changing their diet and lifestyle to avoid Type 2 diabetes. But it's all a tricky area to study, he says. "Those are the two things we need to couple together—prediction combined with behavior change—and that requires both the data about these individuals and, more importantly, creates ethical issues about how we test these ideas."Please rate and review The Harry Glorikian Show on Apple Podcasts! Here's how to do that from an iPhone, iPad, or iPod touch:1. Open the Podcasts app on your iPhone, iPad, or Mac.2. Navigate to The Harry Glorikian Show podcast. You can find it by searching for it or selecting it from your library. Just note that you'll have to go to the series page which shows all the episodes, not just the page for a single episode.3. Scroll down to find the subhead titled "Ratings &amp; Reviews."4. Under one of the highlighted reviews, select "Write a Review."5. Next, select a star rating at the top — you have the option of choosing between one and five stars.6. Using the text box at the top, write a title for your review. Then, in the lower text box, write your review. Your review can be up to 300 words long.7. Once you've finished, select "Send" or "Save" in the top-right corner.8. If you've never left a podcast review before, enter a nickname. Your nickname will be displayed next to any reviews you leave from here on out.9. After selecting a nickname, tap OK. Your review may not be immediately visible.That's it! Thanks so much.

In this week's show Harry interviews Rayid Ghani, a computer scientist at Carnegie Mellon University who studies how to use AI and data science to model and influence people's behavior in realms like politics, healthcare, education, and criminal justice.Ghani tell Harry he grew up hating coding, since the very need for it showed that "computers are really stupid and dumb." But Ghani says he eventually realized that machine learning can change that by allowing programmers to teach computers the rules of the game, at which point they can improve on their own and learn to solve real problems.Ghani went on to become chief data scientist for the 2012 Obama campaign, and he has since used what he learned  about data analytics to study applications of AI to large-scale social problems in many areas, including healthcare. He's currently Distinguished Career Professor in the Machine Learning Department at Carnegie Mellon University's School of Computer Science.In political campaigns, Ghani says, machine learning and other forms of AI are used not just to predict voter behavior but, in combination with behavioral psychology insights, to change it. "Why not do the same thing for issues with effects that are much, much broader?" he asks. "In health, we do fairly macro policies around 'everybody should get this vaccine.' But often you don't have enough resources to make sure that happens." AI and machine learning may be able to help by predicting who needs help the most, and then persuading them to make the necessary changes—for example, changing their diet and lifestyle to avoid Type 2 diabetes. But it's all a tricky area to study, he says. "Those are the two things we need to couple together—prediction combined with behavior change—and that requires both the data about these individuals and, more importantly, creates ethical issues about how we test these ideas."Please rate and review <a href="https://podcasts.apple.com/us/podcast/a-new-era-of-participatory-medicine-talking-with/id1435939790?i=1000538326858" rel="nofollow" target="_blank">The Harry Glorikian Show on Apple Podcasts</a>! Here's how to do that from an iPhone, iPad, or iPod touch:1. Open the Podcasts app on your iPhone, iPad, or Mac.2. Navigate to The Harry Glorikian Show podcast. You can find it by searching for it or selecting it from your library. Just note that you'll have to go to the series page which shows all the episodes, not just the page for a single episode.3. Scroll down to find the subhead titled "Ratings &amp; Reviews."4. Under one of the highlighted reviews, select "Write a Review."5. Next, select a star rating at the top — you have the option of choosing between one and five stars.6. Using the text box at the top, write a title for your review. Then, in the lower text box, write your review. Your review can be up to 300 words long.7. Once you've finished, select "Send" or "Save" in the top-right corner.8. If you've never left a podcast review before, enter a nickname. Your nickname will be displayed next to any reviews you leave from here on out.9. After selecting a nickname, tap OK. Your review may not be immediately visible.That's it! Thanks so much.

Rayid Ghani Explains How AI Can Both Predict and Shape Patient Behavior

Today we’re joined by Rayid Ghani, Director of the Center for Data Science and Public Policy at the University of Chicago. Drawing on his range of experience, Rayid saw that while automated predictions can be helpful, they don’t always paint a full picture. The key is the relevant context when making tough decisions involving humans and their lives. We delve into the world of explainability methods, necessary human involvement, machine feedback loop and more.

Real world model explainability with Rayid Ghani - TWiML Talk #283

Net Politics Podcast: Rayid Ghani