On the one hand, it may not ever be great at truly open ended forms of discovery, which aren't readily testable and aren't obviously amenable to some kind of reinforcement learning type feedback. So "geniuses in a lab" may never turn out to be generalizable. arxiv.org/abs/2607.27191
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