Artificial intelligence is worse than humans in every way at summarising documents and might actually create additional work for people, a government trial of the technology has found.

Amazon conducted the test earlier this year for Australia’s corporate regulator the Securities and Investments Commission (ASIC) using submissions made to an inquiry. The outcome of the trial was revealed in an answer to a questions on notice at the Senate select committee on adopting artificial intelligence.

The test involved testing generative AI models before selecting one to ingest five submissions from a parliamentary inquiry into audit and consultancy firms. The most promising model, Meta’s open source model Llama2-70B, was prompted to summarise the submissions with a focus on ASIC mentions, recommendations, references to more regulation, and to include the page references and context.

Ten ASIC staff, of varying levels of seniority, were also given the same task with similar prompts. Then, a group of reviewers blindly assessed the summaries produced by both humans and AI for coherency, length, ASIC references, regulation references and for identifying recommendations. They were unaware that this exercise involved AI at all.

These reviewers overwhelmingly found that the human summaries beat out their AI competitors on every criteria and on every submission, scoring an 81% on an internal rubric compared with the machine’s 47%.

  • @Ultraviolet@lemmy.world
    link
    fedilink
    English
    102 months ago

    LLMs are fundamentally a dead end though. If we ever create AGI, it will be a qualitatively different thing from an LLM.

    • @ContrarianTrail@lemm.ee
      link
      fedilink
      English
      102 months ago

      It’s not obvious to me as to why this is for 100% certainty going to be the case. Even if it’s likely true, there’s still a chance it might not be.

      • @Wooki@lemmy.world
        link
        fedilink
        English
        4
        edit-2
        2 months ago

        Zero chance IBMs most likely word predictor will become anything more than what it is programmed to be. It is not magic, witches dont exist.

        • @rottingleaf@lemmy.world
          link
          fedilink
          English
          32 months ago

          People were being shown deus ex machina in supposedly sci-fi movies and series for many years.

          Only there it was always meant as 1 in a billion event, as a miracle.

          Here a lot of people want to streamline miracles, while even one hasn’t been produced yet.

          It’s the difference between Tolkien’s dwarves and Disney’s gnomes.