Dan Jeffries is the chief technical evangelist at Pachyderm, a leading data science platform. He's a prominent writer and speaker on all things related to the future. He's been in software for over two decades, many of those at Redhat, and is the founder of the AI Infrastructure Alliance and Practical AI Ethics.Learn more about Dan:https://twitter.com/Dan_Jeffries1https://medium.com/@dan.jeffriesEvery Thursday I send out the most useful things I’ve learned, curated specifically for the busy machine learning engineer. Sign up here: http://cyou.ai/newsletterFollow Charlie on Twitter: https://twitter.com/CharlieYouAISubscribe to ML Engineered: https://mlengineered.com/listenComments? Questions? Submit them here: http://bit.ly/mle-surveyTake the Giving What We Can Pledge: https://www.givingwhatwecan.org/Timestamps:02:15 How Dan got started in computer science06:50 What Dan is most excited about in AI14:45 Where we are in the adoption curve of ML20:40 The "Canonical Stack" of ML32:00 Dan's goal for the AI Infrastructure Alliance40:55 "Problems that ML startups don't know they're going to have"49:00 Closed vs open source tools in the Canonical Stack01:00:05 Building out the "boring" part of the infrastructure to enable exciting applications01:08:40 Dan's practical approach to AI Ethics01:23:50 Rapid fire questionsLinks:PachydermAI Infrastructure AlliancePractical AI Ethics AllianceRise of the Canonical Stack in Machine LearningRise of AI - The Age of AI in 2030Google MagentaAlphaGo DocumentaryThinking in BetsA History of the World in 6 GlassesSuper-Thinking