this post was submitted on 04 Sep 2024
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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%.

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[–] ArbitraryValue@sh.itjust.works 19 points 1 week ago* (last edited 1 week ago) (22 children)

The important thing here isn't that the AI is worse than humans. It's than the AI is worth comparing to humans. Humans stay the same while software can quickly improve by orders of magnitude.

[–] ContrarianTrail@lemm.ee -2 points 1 week ago (16 children)

The AI we have today is the worst it'll ever be. I can only think of two possible scenarios where AI doesn't eventually surpass human on every single cognitive task:

  1. There's something fundamentally different about computer made of meat (our brains) that cannot be replicated in silica. I personally don't see this as very likely since both are made of matter and matter obeys the laws of physics.

  2. We destroy ourselves before we reach AGI.

Otherwise we'll keep improving our technology and inching forward. It may take 5 years or 50 but it wont stop unless either of the scenarios stated above is true.

[–] Ultraviolet@lemmy.world 7 points 1 week ago (1 children)

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 7 points 1 week ago (2 children)

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 0 points 1 week ago* (last edited 1 week ago) (2 children)

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.

[–] ContrarianTrail@lemm.ee 4 points 1 week ago

So it is so because you say it's so? Okay. I remain unconvinced.

[–] rottingleaf@lemmy.world 2 points 1 week 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.

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