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Comment on: improvements to novelty

Repo: karpathy/autoresearch by mkemka
Posted: Mar 9, 2026
Currently I can only talk to the experiments I made in the fork (https://github.com/mkemka/autoresearch/blob/master/spiritualguidance.md). There are two competing agents that argue and generate a combined directive that is used to alter the program.md for the next run. The history is stored in the spiritual guidance.md and used as a working memory. So to actually measure the utility I would need to see if there is actually novelty or variance of ideas from this approach and if in the long term the loss is lower compared to a single agent.
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State: Open • Comments: 7