Story: Reinforcement Learning At Facebook with Jason Gauci

Story: Reinforcement Learning At Facebook with Jason Gauci

If you ever wanted to learn about machine learning you could do worse than have Jason Gauci teach you. Jason has worked on YouTube recommendations. He was an early contributor to TensorFlow the open-source machine learning platform. His thesis work was cited by DeepMind.


But what I find so fascinating with Jason is he recognized this problem that was being solved the wrong way and set out to find a solution to it.

So that's the show today. Jason is going to share his story.

Links:

ReAgent.ai

Programming Throwdown

Episode Bonus

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Jaksot(117)

The Hutter Prize: Compression, prediction, and the limits of intelligence

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I texted Don about a side gig: €5,000 for every 1% you shave off a zip file. It's a real contest. For 20 years, Marcus Hutter has offered €500,000 to anyone who can losslessly compress a gigabyte of W...

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The Bitter Lesson: The history of reinforcement learning

The Bitter Lesson: The history of reinforcement learning

I've been trying to understand how machine learning actually works. Not use it, understand it, down to the ifs and loops. How does a program built out of plain conditionals get better on its own? So l...

13 Kesä 1h

The Pre-Training Wall and the Treadmill After It

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I've been confusing Don with frontier-lab links late at night for a bit. Ilya Sutskever told a NeurIPS audience that pre-training as we know it would unquestionably end. There's only one internet, and...

9 Touko 56min

Story: The Aging Programmer

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Kate Gregory has been writing C++ for over forty years. Books, keynotes, a consulting firm she built from the ground up. At sixty-three, she's one of the most experienced programmers alive. She survey...

2 Huhti 41min

From Hacker News to TikTok - How Algorithms Learned to Hook Us

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Corey told me about his AI cat reel problem. He found these AI-genearted cat videos hilarious. Who makes these? He kept sending them to his wife. Then he tried to stop watching and he couldn't. So I w...

2 Maalis 41min

Notes: The Universal Paperclip Clicker

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Multiple VS Code windows. "Agent stopping" in a robot voice. A laptop stand on the treadmill so Claude can keep working while I run. The Big Rich sitting unread by the fireplace while I check if the m...

4 Helmi 11min

Story: Inside Early Google - Race Conditions, Java Pain, and the Birth of AdWords

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Ron Garret left JPL for a 100-person startup he'd just discovered on Usenet. Four a.m. alarms. Burbank to San Jose on Southwest. A rented room in Susan Wojcicki's house. He expected the search engine ...

2 Tammi 37min

Story: The Bug He Couldn't Name - A 15-Year Fight Inside One Developer's Mind

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Imagine facing a problem you can't name, something that feels bigger than any bug you've ever had to fix. How do you debug your own mind when you don't even know what's wrong? Burke Holland's story st...

2 Joulu 202544min

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