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Fair point, but how much billable legal work requires that caliber of skill? I'd argue that 80% of it could probably be done with an o3 or o4 caliber model with some safeguards built into the pipeline and perhaps a bit of specialized training or MoE guardrails, human review, etc.

I think the mistake people make is misunderstanding the slope of the S-curve and instead quibbling over the exact nature of the current reality. AI is moving very fast. A few years ago I'd have said that at most 25% of legal work could fall to AI.

Note that this massive change happened in less time than it takes to educate one class of law school grads!



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