Your one-stop shop for all Changelog podcasts. Weekly shows about software development, developer culture, open source, building startups, artificial intelligence, shipping code to production, and the people involved. Yes, we focus on the people. Everything else is an implementation detail.
Explaining AI explainability (Practical AI #91)
The CEO of Darwin AI, Sheldon Fernandez, joins Daniel to discuss generative synthesis and its connection to explainability. You might have heard of AutoML and meta-learning. Well, generative synthesis tackles similar problems from a different angle and results in compact, explainable networks. This episode is fascinating and very timely.
Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!
Sponsors
-
Linode – Our cloud of choice and the home of Changelog.com. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code
changelog2019ORchangelog2020. To learn more and get started head to linode.com/changelog. - The Brave Browser – Browse the web up to 8x faster than Chrome and Safari, block ads and trackers by default, and reward your favorite creators with the built-in Basic Attention Token. Download Brave for free and give tipping a try right here on changelog.com.
- Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
Featuring
Notes and Links
- Darwin AI
- FermiNets - a paper that introduces the idea of generative synthesis.
- COVID-Net - Darwin AI’s COVID-related computer vision model.
- NLP highlights podcast episode on Behavioral Testing - behavioral tests
- Sheldon’s explainability primer on medium
Something missing or broken? PRs welcome!