• z00s@lemmy.world
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    3 months ago

    The problem is not the LLMs, but what people are trying to do with them.

    They are currently spoons, but people are desperately wishing they were katanas.

    They work really well for soup, but they can’t cut steak. But they’re being hyped as super ninja steak knives, and people are getting pissed when they can’t cut steak.

    If you give them watery, soupy tasks they can do successfully, they can lighten your workload, as long as you’re aware of what they are and aren’t good at.

    What people want LLMs to be able to do, ie. “Steak” tasks:

    • write complex documents

    • apply complex knowledge/rules to a situation

    • Write complex code and create entire programs based on vague description

    What LLMs can currently do ie. “Soup” tasks:

    • check this document and fix all spelling, punctuation and grammatical errors

    • summarise this paragraph as dot points

    • write a python program that sorts my photographs into folders based on the year they were taken

    Half of Lemmy is hyping katanas, the other half is yelling “Why won’t my spoon cut this steak?!! AI is so dumb!!!”

    Update: wow, the pure vitriol pouring out of the replies is just stunning. Seems there are a lot of you out there who have, in one way or another, tied your ego very strongly to either the success or failure of AI.

    Take a step back, friends, and go outside for a while.