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Cake day: August 22nd, 2023

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  • Except when it comes to LLM, the fact that the technology fundamentally operates by probabilisticly stringing together the next most likely word to appear in the sentence based on the frequency said words appeared in the training data is a fundamental limitation of the technology.

    So long as a model has no regard for the actual you know, meaning of the word, it definitionally cannot create a truly meaningful sentence.

    This is a misunderstanding of what “probabilistic word choice” can actually accomplish and the non-probabilistic systems that are incorporated into these systems. People also make mistakes and don’t actually “know” the meaning of words.

    The belief system that humans have special cognizance unlearnable by observation is just mysticism.





  • Yes? AI is a lot of things, and most have well-defined accuracy metrics that regularly exceed human performance. You’re likely already experiencing it as a mundane tool you don’t really think about.

    If you’re referring specifically to generative AI, that’s still premature, but as I pointed out, the interactive chat form most people worry about is 18 months old and making shocking levels of performance gains. That’s not the perpetual “10 years away” it’s been for the last 50 years, that’s something that’s actually happening in the near term. Jobs are already being lost.

    People are scared about AI taking over because they recognize it (rightfully) as a threat. That’s not because they’re worthless. If that were the case you’d have nothing to fear.