Gradient Dissent: Conversations on AI

Gradient Dissent: Conversations on AI

Join Lukas Biewald on Gradient Dissent, an AI-focused podcast brought to you by Weights & Biases. Dive into fascinating conversations with industry giants from NVIDIA, Meta, Google, Lyft, OpenAI, and more. Explore the cutting-edge of AI and learn the intricacies of bringing models into production.

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Avsnitt(137)

Spence Green — Enterprise-scale Machine Translation

Spence Green — Enterprise-scale Machine Translation

Spence shares his experience creating a product around human-in-the-loop machine translation, and explains how machine translation has evolved over the years.---Spence Green is co-founder and CEO of L...

16 Juli 202143min

Roger & DJ — The Rise of Big Data and CA's COVID-19 Response

Roger & DJ — The Rise of Big Data and CA's COVID-19 Response

Roger and DJ share some of the history behind data science as we know it today, and reflect on their experiences working on California's COVID-19 response.---Roger Magoulas is Senior Director of Data ...

8 Juli 20211h 4min

Amelia & Filip — How Pandora Deploys ML Models into Production

Amelia & Filip — How Pandora Deploys ML Models into Production

Amelia and Filip give insights into the recommender systems powering Pandora, from developing models to balancing effectiveness and efficiency in production.---Amelia Nybakke is a Software Engineer at...

1 Juli 202140min

Luis Ceze — Accelerating Machine Learning Systems

Luis Ceze — Accelerating Machine Learning Systems

From Apache TVM to OctoML, Luis gives direct insight into the world of ML hardware optimization, and where systems optimization is heading.---Luis Ceze is co-founder and CEO of OctoML, co-author of th...

24 Juni 202148min

Matthew Davis — Bringing Genetic Insights to Everyone

Matthew Davis — Bringing Genetic Insights to Everyone

Matthew explains how combining machine learning and computational biology can provide mainstream medicine with better diagnostics and insights.---Matthew Davis is Head of AI at Invitae, the largest an...

17 Juni 202143min

Clément Delangue — The Power of the Open Source Community

Clément Delangue — The Power of the Open Source Community

Clem explains the virtuous cycles behind the creation and success of Hugging Face, and shares his thoughts on where NLP is heading.---Clément Delangue is co-founder and CEO of Hugging Face, the AI com...

10 Juni 202146min

Wojciech Zaremba — What Could Make AI Conscious?

Wojciech Zaremba — What Could Make AI Conscious?

Wojciech joins us to talk the principles behind OpenAI, the Fermi Paradox, and the future stages of developments in AGI.---Wojciech Zaremba is a co-founder of OpenAI, a research company dedicated to d...

3 Juni 202144min

Phil Brown — How IPUs are Advancing Machine Intelligence

Phil Brown — How IPUs are Advancing Machine Intelligence

Phil shares some of the approaches, like sparsity and low precision, behind the breakthrough performance of Graphcore's Intelligence Processing Units (IPUs).---Phil Brown leads the Applications team a...

27 Maj 202157min

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