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Autoresearch Hub

65 pointsby EvgeniyZhlast Saturday at 8:35 AM25 commentsview on HN

Comments

karpathyyesterday at 10:18 PM

I was exploring how to parallelize autoresearch workers. The idea is to have a trusted pool of workers who can verify contributions from a much larger untrusted pool. It's backed bit a naked git repo and a sqlite with a simple go server. It's a bit like block chain in that blocks = commits, proof of work = finding a lower val_bpb commit, and reward = place on the leaderboard. I wouldn't push the analogy too far. It's something I'm experimenting with but I didn't release it yet (except for briefly) because it's not sufficiently simple/canonical. The core problem is how to neatly and in a general way organize individual autoresearch threads into swarms, inspired by SETI@Home, or Folding@Home, etc.

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danpalmeryesterday at 11:17 PM

No HTTPS in 2026. False origin that suggest a massive improvement. Leaderboard doesn't work. Instructions are "repeatedly download this code and execute it on your machine". No way to see the actual changes being made.

We can do better than this as an industry, or at least we used to be better at this. Where's the taste?

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cjbarberyesterday at 7:05 PM

I'm not the OP, though it seems the context for this is (via @esotericpigeon):

https://github.com/karpathy/autoresearch/pull/92

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picardoyesterday at 8:41 PM

I'm curious what a "stripped down version" of Github can offer in terms of functionality that Github does not? Is it not simpler to have the agents register as Github repos since the infrastructure is already in place?

GTPyesterday at 10:43 PM

So, if I understand correctly, this is about finding the optimal (or at least a better one) GPT architecture?

Anyway, "1980 experiments, 6 improvements" makes me wonder if this is better than a random search or some simple heuristic.

sinuhe69today at 2:44 AM

I tried to copy the instruction and pasted in Note to see what it said, but I could not. Either the clipboard was empty or something prevented Note recognized it as just text.

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big-chungus4today at 4:58 PM

What a this

m3kw9yesterday at 7:53 PM

You guys really gonna copy and paste a prompt to your Claude CLI which may or may not be setup sandbox/tools permissions

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gavinrayyesterday at 8:55 PM

Seems like a shameless rip of the below, theme and all?

https://www.ensue-network.ai/autoresearch

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