Xavier Amatriain — Building AI-powered Primary Care

Xavier Amatriain — Building AI-powered Primary Care

Xavier shares his experience deploying healthcare models, augmenting primary care with AI, the challenges of "ground truth" in medicine, and robustness in ML. --- Xavier Amatriain is co-founder and CTO of Curai, an ML-based primary care chat system. Previously, he was VP of Engineering at Quora, and Research/Engineering Director at Neflix, where he started and led the Algorithms team responsible for Netflix's recommendation systems. --- ⏳ Timestamps: 0:00 Sneak peak, intro 0:49 What is Curai? 5:48 The role of AI within Curai 8:44 Why Curai keeps humans in the loop 15:00 Measuring diagnostic accuracy 18:53 Patient safety 22:39 Different types of models at Curai 25:42 Using GPT-3 to generate training data 32:13 How Curai monitors and debugs models 35:19 Model explainability 39:27 Robustness in ML 45:52 Connecting metrics to impact 49:32 Outro 🌟 Show notes: - http://wandb.me/gd-xavier-amatriain - Transcription of the episode - Links to papers, projects, and people --- Follow us on Twitter! 📍 https://twitter.com/wandb_gd Get our podcast on these platforms: 👉 Apple Podcasts: http://wandb.me/apple-podcasts​​ 👉 Spotify: http://wandb.me/spotify​ 👉 Google Podcasts: http://wandb.me/google-podcasts​​ 👉 YouTube: http://wandb.me/youtube​​ 👉 Soundcloud: http://wandb.me/soundcloud​

Avsnitt(134)

Jerome Pesenti — Large Language Models, PyTorch, and Meta

Jerome Pesenti — Large Language Models, PyTorch, and Meta

Jerome Pesenti is the former VP of AI at Meta, a tech conglomerate that includes Facebook, WhatsApp, and Instagram, and one of the most exciting places where AI research is happening today.Jerome shar...

22 Dec 202252min

D. Sculley — Technical Debt, Trade-offs, and Kaggle

D. Sculley — Technical Debt, Trade-offs, and Kaggle

D. Sculley is CEO of Kaggle, the beloved and well-known data science and machine learning community.D. discusses his influential 2015 paper "Machine Learning: The High Interest Credit Card of Technica...

1 Dec 20221h

Emad Mostaque — Stable Diffusion, Stability AI, and What’s Next

Emad Mostaque — Stable Diffusion, Stability AI, and What’s Next

Emad Mostaque is CEO and co-founder of Stability AI, a startup and network of decentralized developer communities building open AI tools. Stability AI is the company behind Stable Diffusion, the well-...

15 Nov 20221h 10min

Jehan Wickramasuriya — AI in High-Stress Scenarios

Jehan Wickramasuriya — AI in High-Stress Scenarios

Jehan Wickramasuriya is the Vice President of AI, Platform & Data Services at Motorola Solutions, a global leader in public safety and enterprise security.In this episode, Jehan discusses how Motorola...

6 Okt 20221h

Will Falcon — Making Lightning the Apple of ML

Will Falcon — Making Lightning the Apple of ML

Will Falcon is the CEO and co-founder of Lightning AI, a platform that enables users to quickly build and publish ML models.In this episode, Will explains how Lightning addresses the challenges of a f...

15 Sep 202245min

Aaron Colak — ML and NLP in Experience Management

Aaron Colak — ML and NLP in Experience Management

Aaron Colak is the Leader of Core Machine Learning at Qualtrics, an experiment management company that takes large language models and applies them to real-world, B2B use cases.In this episode, Aaron ...

26 Aug 202250min

Jordan Fisher — Skipping the Line with Autonomous Checkout

Jordan Fisher — Skipping the Line with Autonomous Checkout

Jordan Fisher is the CEO and co-founder of Standard AI, an autonomous checkout company that’s pushing the boundaries of computer vision.In this episode, Jordan discusses “the Wild West” of the MLOps s...

4 Aug 202257min

Drago Anguelov — Robustness, Safety, and Scalability at Waymo

Drago Anguelov — Robustness, Safety, and Scalability at Waymo

Drago Anguelov is a Distinguished Scientist and Head of Research at Waymo, an autonomous driving technology company and subsidiary of Alphabet Inc.We begin by discussing Drago's work on the original I...

14 Juli 20221h 9min

Populärt inom Business & ekonomi

framgangspodden
varvet
badfluence
rss-jossan-nina
rss-borsens-finest
rss-svart-marknad
svd-tech-brief
avanzapodden
uppgang-och-fall
fill-or-kill
rss-inga-dumma-fragor-om-pengar
borsmorgon
rss-dagen-med-di
lastbilspodden
bathina-en-podcast
rss-kort-lang-analyspodden-fran-di
affarsvarlden
market-makers
rss-den-nya-ekonomin
borslunch-2