Summary: Machine learning has shown the capacity to amplify our cultural and gender biases. Addressing the problem begins with admitting it exists. Join Hosts Phil Libin, Jessica Collier, and Blaise Zerega as they discuss ways to limit the impact of language that reinforces stereotypes. They also introduce a new segment called, “Maybe it’s kinda bull----t?” which in this episode casts a skeptical eye on personalization. They evaluate the utility of intelligent assistants from the likes of Amazon, Apple, Facebook. Google, and Microsoft, and explain that not all startups should go international. Show notes Gender bias (00:56) Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Reference Software’s Grammatik Grammarly Friday Night Lights Personalization: Maybe it’s kinda bullshit? (15:35) Yahoo personalized home page Listener questions Please rate the voice assistants from Amazon, Apple, Facebook, Google, Microsoft (29:30) Is New York the new Silicon Valley? (32:00) When should startups expand internationally? (34:36) Everyday interactions with AI A non-intuitive shortcut on Digit, a passive savings tool (36:09) A wine club that uses AI-based recommendations (39:19) iOS update includes male and female versions of CEO emoji (43:10) We want to hear from you Please send us your comments, suggested topics, and questions for future episodes: Email: hello@all-turtles.com Twitter: @allturtlesco with hashtag #askAT For more from All Turtles, follow us on Twitter, and subscribe to our newsletter on our website. Thanks for listening
