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by mbesto
85 days ago
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> You need to think in terms of a probability of a successful hallucination or prompt injection. I would venture to say that an ACID compliant deterministic database has a 99.999999999999999999% chance of retrieving the correct information when asked by the correct SQL statement. An LLM on the other hand is more like 90%. LLMs by their innate code instruction are meant to hallucinate. I don't necessarily disagree with your sentiment, but the gap from 90% to 99.999999999999999999% is much greater of than the 0% to 90% improvement...unless something materially changes about how an LLM works at the bytecode level. |
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Getting LLMs to have a reliability rate that is on par or superior to human performance is very very achievable.