Companies are training LLMs on all the data that they can find, but this data is not the world, but discourse about the world. The rank-and-file developers at these companies, in their naivete, do not see that distinction…So, as these LLMs become increasingly but asymptotically fluent, tantalizingly close to accuracy but ultimately incomplete, developers complain that they are short on data. They have their general purpose computer program, and if they only had the entire world in data form to shove into it, then it would be complete.

  • thallamabond@lemmy.world
    link
    fedilink
    English
    arrow-up
    3
    ·
    6 months ago

    Two things IMO

    1. Your data, more of it.

    2. Using power, mostly to justify the existence of their giant machinery, the Cloud. These machines are used because they HAVE to be used. Bitcoin, nft, now ai everything.