We’re developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. In an evaluation involving both biology experts and students, we found that GPT-4 provides at most a mild uplift in biological threat creation accuracy. While this uplift is not large enough to be conclusive, our finding is a starting point for continued research and community deliberation.
  • skillissuerEnglish
    10·
    11 months ago

    the relevant field would be microbiology. while someone who got all the way past about the first semester of organic chemistry lab is perfectly capable of making some rudimentary chemical weapons, they won’t necessarily be able to make it safely, reliably, cheaply, consistently, and without killing themselves, and universities most of the time put enough sense in everyone’s head to not do that. this strictly requires that you know anything about chemistry, too. for bioweapons every single problem pointed to above is orders of magnitudes worse, and you probably need masters degree to do anything seriously nefarious. then you get into the problem of using that stuff, and you need explosives for that anyway. the reason for that

    (Also I think there is a good reason we don’t really see terrorists use biological weapons, nor chemical weapons (with a few notable, but not that effective exceptions), big bada boom is king)

    is that barrier to booms is even lower, especially if your country is strewn with UXO. there’s also an entirely different reason why professional militaries don’t use chemical/biological weapons https://acoup.blog/2020/03/20/collections-why-dont-we-use-chemical-weapons-anymore/

    • skillissuerEnglish
      8·
      11 months ago

      also the another reason that wiped out any interest in chemical warfare among militaries is that they found out first cluster munitions and then PGMs vastly more useful in the roles they were shoehorning chemical weapons in, not to mention lack of diplomatic and other problems

    • Umbrias@beehaw.orgEnglish
      14·
      11 months ago

      I feel it’s important to mention that as far as CBRN threats are concerned, biological warfare threats are very real, a serious problem, and admittedly accelerated by ai tools for novel biological structures. Militaries don’t use bio weapons because they suck at military things, largely, but terrorists have and can used bio weapons to terrifying effect. Bio warfare proliferation is difficult to spot and counter.

      To be clear here, open ai is late to the party on this front with a terrible paper, but practically it’s a serious concern, both ai tools and non ai tools lowering the barrier to entry, as well as the fact that any given bio lab essentially looks like a bio warfare lab.