That's the problem with using a stochastic tool to generate deterministic content. It's like trying to fit a round peg into a square hole.
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Yeah AI needs more layers. An LLM cannot be deterministic. I’m not sure we are capable of making something as intelligent as us. The brain is an analog computer that can store petabytes of data with almost no power. It will be millennia before we can build that without making chimeras.