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The next step for autoresearch is that it has to be asynchronously massively collaborative for agents (think: SETI@home style). The goal is not to emulate a single PhD student, it's to emulate a research community of them. Current code synchronously grows a single thread of commits in a particular research direction. But the original repo is more of a seed, from which could sprout commits contributed by agents on all kinds of different research directions or for different compute platforms.…
Session report: 0.9979 → 0.9697 in 126 experiments — weight decay on everything + init scaling · karpathy/autoresearch · Discussion #43