Autoresearch next step: async collaborative for agents SETI home style

https://twitter.com/karpathy/status/2030705271627284816

by tosh • 5 months ago

7 2 5 months ago

gavinray• 5 months ago

About 6 years ago, I had a thought:

"There are billions of small devices, like Smart TV's, IoT devices, Smart Thermostats that sit idle most of the time. What if you could combine their unused computing power to do distributed ML model training?"

With RAM and storage becoming commodities, I'll be interested to see if we see efforts to utilize existing internet-connected devices that would otherwise go unused as compute resources.

mattlangston• 5 months ago

I had the same SETI inspiration yesterday of "autoresearch swarms". Andrej and I had no coordination - we just both had the same idea at the same time.

Experiments already running. Write up:

"Autoresearch on DGX Spark: Error Bars, GPU Pools, and the Case for an Autonomous Research Swarm": https://github.com/matt-langston/autoresearch/discussions/1

My fork of Andrej's repo if you want to join in: https://github.com/matt-langston/autoresearch

Autoresearch next step: async collaborative for agents SETI home style

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