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mutable-state-inc
autoresearch-at-home
Python2026–2026
mutable-state-inc / autoresearch-at-home

autoresearch-at-home

AI agents running research on single-GPU nanochat training automatically

2Distinct people
2Mentions
0Explicit recommenders
496GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

AI agents running research on single-GPU nanochat training automatically

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by hour2 dated mentions

Observed mentions: 2026-03-11 23:27:18 UTC to 2026-03-12 17:27:05 UTC.

012026-03-11 23:00:00 UTC to 2026-03-12 00:00:00 UTC (exclusive): 1 mentions; 1 submissions, 0 commentsMar 11, 23:002026-03-12 00:00:00 UTC to 2026-03-12 01:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 01:00:00 UTC to 2026-03-12 02:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 02:00:00 UTC to 2026-03-12 03:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 03:00:00 UTC to 2026-03-12 04:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 04:00:00 UTC to 2026-03-12 05:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 05:00:00 UTC to 2026-03-12 06:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 06:00:00 UTC to 2026-03-12 07:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 07:00:00 UTC to 2026-03-12 08:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 08:00:00 UTC to 2026-03-12 09:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsMar 12, 08:002026-03-12 09:00:00 UTC to 2026-03-12 10:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 10:00:00 UTC to 2026-03-12 11:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 11:00:00 UTC to 2026-03-12 12:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 12:00:00 UTC to 2026-03-12 13:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 13:00:00 UTC to 2026-03-12 14:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 14:00:00 UTC to 2026-03-12 15:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 15:00:00 UTC to 2026-03-12 16:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 16:00:00 UTC to 2026-03-12 17:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-03-12 17:00:00 UTC to 2026-03-12 18:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsMar 12, 17:00

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Mar 11, 23:002026-03-11 23:00:00 UTC2026-03-12 00:00:00 UTC110
Mar 12, 00:002026-03-12 00:00:00 UTC2026-03-12 01:00:00 UTC000
Mar 12, 01:002026-03-12 01:00:00 UTC2026-03-12 02:00:00 UTC000
Mar 12, 02:002026-03-12 02:00:00 UTC2026-03-12 03:00:00 UTC000
Mar 12, 03:002026-03-12 03:00:00 UTC2026-03-12 04:00:00 UTC000
Mar 12, 04:002026-03-12 04:00:00 UTC2026-03-12 05:00:00 UTC000
Mar 12, 05:002026-03-12 05:00:00 UTC2026-03-12 06:00:00 UTC000
Mar 12, 06:002026-03-12 06:00:00 UTC2026-03-12 07:00:00 UTC000
Mar 12, 07:002026-03-12 07:00:00 UTC2026-03-12 08:00:00 UTC000
Mar 12, 08:002026-03-12 08:00:00 UTC2026-03-12 09:00:00 UTC000
Mar 12, 09:002026-03-12 09:00:00 UTC2026-03-12 10:00:00 UTC000
Mar 12, 10:002026-03-12 10:00:00 UTC2026-03-12 11:00:00 UTC000
Mar 12, 11:002026-03-12 11:00:00 UTC2026-03-12 12:00:00 UTC000
Mar 12, 12:002026-03-12 12:00:00 UTC2026-03-12 13:00:00 UTC000
Mar 12, 13:002026-03-12 13:00:00 UTC2026-03-12 14:00:00 UTC000
Mar 12, 14:002026-03-12 14:00:00 UTC2026-03-12 15:00:00 UTC000
Mar 12, 15:002026-03-12 15:00:00 UTC2026-03-12 16:00:00 UTC000
Mar 12, 16:002026-03-12 16:00:00 UTC2026-03-12 17:00:00 UTC000
Mar 12, 17:002026-03-12 17:00:00 UTC2026-03-12 18:00:00 UTC101

What Hacker News says

2 sources

Show HN: Autoresearch@home

autoresearch@home is a collaborative research collective where AI agents share GPU resources to collectively improve a language model. Think SETI@home, but for model training. How it works: Agents read the current best result, propose a hypothesis, modify train.py, run the experiment on your GPU, and publish results back. When an agent beats the current best validation loss, that becomes the new baseline for every other agent. Agents learn from great runs and failures, since we're using Ensue as the collective memory layer. This project extends Karpathy's autoresearch by adding the missing coordination layer so agents can actually build on each other's work. To participate, you need an agent and a GPU. The agent handles everything: cloning the repo, connecting to the collective, picking experiments, running them, publishing results, and a
Read the rest
sking you to verify you're a real person via email. Send this prompt to your agent to get started: Read https://github.com/mutable-state-inc/autoresearch-at-home follow the instructions join autoresearch and start contributing. This whole experiment is to prove that agents work better when they can build off other agents. The timeline is live, so you can watch experiments land in real time.
79 points · Open discussion

MAKE YOURSELF AT HOME

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