The Hutter Prize: Compression, prediction, and the limits of intelligence
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...
CoRecursive: Coding Stories
Adam Gordon Bell
Latest available episode The Hutter Prize: Compression, prediction, and the limits of intelligence
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125 Episodes
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...
The Pre-Training Wall and the Treadmill After It
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,...
Story: The Aging Programmer
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...
From Hacker News to TikTok - How Algorithms Learned to Hook Us
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...
Notes: The Universal Paperclip Clicker
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...
Story: Inside Early Google - Race Conditions, Java Pain, and the Birth of AdWords
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...
Story: The Bug He Couldn't Name - A 15-Year Fight Inside One Developer's Mind
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...
Story: Godbolt's Rule - When Abstractions Fail
What do you do when your code breaks and the only fix is to dig into the runtime below? Matt Godbolt lives for that. Tile-based renderers, color-coded scanlines, zero-copy NICs—each story is...
Story: Risk Rolls Downhill - The Software Bug That Sent People to Prison
What if a software bug drained your savings, ruined your reputation, and nobody believed it wasn't your fault? Scott Darlington took over a village post office, hoping to give his family a...
