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newsReddit r/MachineLearningTrust 52 · CommunityPublished 2d agoLive · 2d ago

a skill to strictly separate evals from the code you optimize (for autoresearch) - is it useful? [P]

In the last 6 month I was running a lot of autoresearch loops to train models for my research + as part of the startup I am in rn. After spending months on this, I now realize that loops is now the dominant way i approach any kind of development: from model training (which is what my research about), to just coding (through TDD), and even text writing (where the agent iterates on an LLM as a judge an a set of rules). It took me a while to converge

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