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2026-04-01 06:06:37.000000
AutoResearch only works when you can measure the result with a number
but what about writing, arguments, marketing copy? theres no score for "is this convincing"
SHL0MS built AutoReason to solve this
instead of a metric, it uses a loop of agents arguing with each other:
> one https://t.co/F66v6a3DTP
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reference: https://x.com/garrytan/status/2039222885903220917
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𒐪 (@SHL0MS) · Sat Mar 28 17:06:56 +0000 2026
@karpathy i've been working on a method called autoreason that is effectively autoresearch extended to subjective domains. autoresearch works because val_bpb gives you an objective fitness function. autoreason constructs a subjective one through independent blind evaluation, the same way
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