A large language model — as explored in the intelligence factory race between AI labs — is not a search engine. It is not an employee you instruct. It is a conditional probability distribution — P(output | context) — and when you write a prompt, you are not sending a command. You are conditioning that distribution.
This distinction matters because it changes what the practitioner’s job actually is. The training corpus…
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