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Unfortunately I don't believe that accuracy will scale "multiplicitively". You'll typically only marginally improve beyond 95%... and how much is enough?

Even with such a system, which will still have some hallucination rate, adding Deterministic Quoting on top will still help.

It feels to me we are a long way off LLM systems with trivial rates of hallucination



a 95% diagnosis rate would be insane.

I believe I read doctors are only at like 30%...




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