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Practical AI Practical AI #86

Exploring the COVID-19 Open Research Dataset

In the midst of the COVID-19 pandemic, Daniel and Chris have a timely conversation with Lucy Lu Wang of the Allen Institute for Artificial Intelligence about COVID-19 Open Research Dataset (CORD-19). She relates how CORD-19 was created and organized, and how researchers around the world are currently using the data to answer important COVID-19 questions that will help the world through this ongoing crisis.

Brain Science Brain Science #26

It all begins with empathy

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2020-08-06T14:30:00Z #brain-science +1 🎧 8,912

Have you heard the phrase, “Put yourself in their shoes?” In this episode, the conversation focuses on the “HOW” and why it all begins with empathy. Empathy is the key that enables access to another person’s perspective and emotional state. It is also a fundamental aspect of building and sustaining relationships with others. The fascinating thing is that there are 3 types of empathy: cognitive, social, and empathic concern. Plus there’s a counterpart component called compassion that moves us to take action.

Practical AI Practical AI #85

Achieving provably beneficial, human-compatible AI

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2020-04-13T15:00:00Z #ai +2 🎧 8,907

AI legend Stuart Russell, the Berkeley professor who leads the Center for Human-Compatible AI, joins Chris to share his insights into the future of artificial intelligence. Stuart is the author of Human Compatible, and the upcoming 4th edition of his perennial classic Artificial Intelligence: A Modern Approach, which is widely regarded as the standard text on AI. After exposing the shortcomings inherent in deep learning, Stuart goes on to propose a new practitioner approach to creating AI that avoids harmful unintended consequences, and offers a path forward towards a future in which humans can safely rely of provably beneficial AI.

Ship It! Ship It! #73

A modern bank infrastructure

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2022-10-06T14:40:00Z #ops +4 🎧 8,855

Matias Pan is a Staff Software Engineer at Lemon Cash, a crypto startup based in Argentina. Lemon infrastructure runs digital wallets & physical cards, which technically makes them a bank. How does Matias & his team think about enabling developers get code from their workstations into production? Remember, we are talking about a bank - a bad deploy is a big deal. And when a bad database migration goes out, what happens then?

Practical AI Practical AI #40

Deep Reinforcement Learning

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2019-04-23T11:00:00Z #ai +3 🎧 8,831

While attending the NVIDIA GPU Technology Conference in Silicon Valley, Chris met up with Adam Stooke, a speaker and PhD student at UC Berkeley who is doing groundbreaking work in large-scale deep reinforcement learning and robotics. Adam took Chris on a tour of deep reinforcement learning - explaining what it is, how it works, and why it’s one of the hottest technologies in artificial intelligence!

Practical AI Practical AI #63

Open source data labeling tools

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2019-11-05T12:00:00Z #ai +1 🎧 8,763

What’s the most practical of practical AI things? Data labeling of course! It’s also one of the most time consuming and error prone processes that we deal with in AI development. Michael Malyuk of Heartex and Label Studio joins us to discuss various data labeling challenges and open source tooling to help us overcome those challenges.

JS Party JS Party #79

Spicy fonts and static sites 🌶️

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2019-06-10T16:25:00Z #javascript +2 🎧 8,721

Zach Leatherman joins the party with Divya and Nick to talk about fonts and static site generators! Zach shares his knowledge about font loading, what can go wrong, and how we can avoid issues. Then we discuss Zach’s newest project, Eleventy, a simple static site generator, and the panelists share things they are excited about.

Founders Talk Founders Talk #80

Iterating to globally distributed apps and databases

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2021-09-03T20:00:00Z #startups 🎧 8,718

Today Adam is joined by Kurt Mackey, co-founder and CEO of Fly.io — a platform for running full stack apps and databases close to users. This conversation with Kurt talks through his journey as a developer and entrepreneur, fundraising, getting into Y Combinator (twice), and how they’ve iterated on the Fly platform since 2017 to get to where they are right now.

Founders Talk Founders Talk #67

Mastering the art of quitting

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2019-07-05T11:00:00Z #startups 🎧 8,716

Lynne Tye is the founder of Key Values, a platform where developers find engineering teams that share their values. To be more precise, Lynne is a solo-founder. She’s also a team of one. Lynne’s path to becoming a founder was anything but typical. She had plans to follow in her parent’s and sister’s footsteps to go into academia, and got two years into pursuing her PhD in Neuroscience before she made one of the best choices in her life — she quit. Lynne has mastered the art of quitting, at the right time of course, and she’s used that art as her secret weapon in her quest to become a founder.

Ship It! Ship It! #83

🎄 Planning for failure to ship faster 🎁

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2022-12-15T14:30:00Z #ops +4 🎧 8,693

Eight months ago, in 🎧 episode 49, Alex Sims (Solutions Architect & Senior Software Engineer at James & James) shared with us his ambition to help migrate a monolithic PHP app running on AWS EC2 to a more modern architecture. The idea was some serverless, some EKS, and many incremental improvements.

So how did all of this work out in practice? How did the improved system cope with the Black Friday peak, as well as all the following Christmas orders? Thank you Alex for sharing with us your Ship It! inspired Kaizen story. It’s a wonderful Christmas present! 🎄🎁

Ship It! Ship It! #78

The system that runs Norway's welfare payments 🇳🇴

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2022-11-09T22:00:00Z #ops +2 🎧 8,683

In today’s episode we have the pleasure of Audun Fauchald Strand, Principal Software Engineer at NAV.no, Norway’s Labour & Welfare Administration. We will be talking about NAIS.io, the application platform that runs on-prem, as well as on the public cloud.

Imagine hundreds of developers shipping on an average day 300 changes into a system which processes $100,000,000 worth of transactions on a quiet week. If you think this is hard, consider the context: a government institution which must comply with all laws & regulations.

Ship It! Ship It! #131

Abstractions and implementations

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2024-11-22T19:00:00Z #ops 🎧 8,679

Hazel Weakly joins Justin and Autumn to talk about when to build abstractions and how to implement them. They also share experiences from tech conferences, and delve into the importance of building community and psychological safety in tech environments.

Go Time Go Time #68

SPECIAL — Ask us anything! (pt. 2)

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2018-03-01T21:16:10Z #go 🎧 8,666

This is another special “Ask Us Anything” episode where we answer more questions submitted by the community. We covered A LOT of ground, including the hardest things we’ve ever written in Go, how the community can drive adoption, what we’d change about Go, and our favorite: “what do gophers eat?”

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