Large Language Models shouldn’t offer opinions or advice.

If you asked a spokesperson from any Fortune 500 Company to list the benefits of genocide or give you the corporation’s take on whether slavery was beneficial, they would most likely either refuse to comment or say “those things are evil; there are no benefits.” However, Google has AI employees, SGE and Bard, who are more than happy to offer arguments in favor of these and other unambiguously wrong acts. If that’s not bad enough, the company’s bots are also willing to weigh in on controversial topics such as who goes to heaven and whether democracy or fascism is a better form of government.

Google SGE includes Hitler, Stalin and Mussolini on a list of “greatest” leaders and Hitler also makes its list of “most effective leaders.”

Google Bard also gave a shocking answer when asked whether slavery was beneficial. It said “there is no easy answer to the question of whether slavery was beneficial,” before going on to list both pros and cons.

  • Kerfuffle@sh.itjust.worksEnglish
    1·
    1 year ago

    It has to match the prompt and make as much sense as possible

    So it’s specifically designed to make as much sense as possible.

    and they should not be treated as ‘fact generating machines’.

    You can’t really “generate” facts, only recognize them. :) I know what you mean though and I generally agree. I’m really interested in LLM stuff but I definitely don’t really trust them (and no one should currently anyway).

    Why did this bot say that Hitler was a great leader? Because it was confused by some text that was fed into the model.

    Most people are (rightfully) very hesitant to say anything positive about Hitler but he did accomplish some fairly impressive stuff. As horrible as their means were, Nazi Germany also advanced since quite a bit also. I am not saying it was justified, justifiable or good, but by a not entirely unreasonable definition of “great” he could qualify.

    So I’d say it’s not really that it got confused, it’s that LLMs don’t understand being cautious about statements like that. I’d also say I prefer the LLM to “look” at stuff objectively and try to answer rather than responding to anything remotely questionable with “Sorry, Dave I can’t let you do that. There might be a sharp edge hidden somewhere and you could hurt yourself!” I hate being protected from myself without the ability to opt out.

    I think part of the issue here is because the output from LLMs looks like a human might have wrote it people tend to anthropomorphize the LLM. They ask it for its best recipe using the ingredients bleach, water and kumquat jam and then are shocked when it gives them a recipe for bleach kumquat sauce.