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But wouldn’t the models get better at fixing complicated code eventually?

We don't know. We seem to be hitting diminishing returns, but we don't exactly know where it will stop

Is there a source for this? Scaling laws work and we have about 4 orders of magnitude in the exponential growth before we run into true bottlenecks