119
submitted 1 year ago by JRepin@lemmy.ml to c/technology@lemmy.ml

cross-posted from: https://lemmy.ml/post/2811405

"We view this moment of hype around generative AI as dangerous. There is a pack mentality in rushing to invest in these tools, while overlooking the fact that they threaten workers and impact consumers by creating lesser quality products and allowing more erroneous outputs. For example, earlier this year America’s National Eating Disorders Association fired helpline workers and attempted to replace them with a chatbot. The bot was then shut down after its responses actively encouraged disordered eating behaviors. "

you are viewing a single comment's thread
view the rest of the comments
[-] Norgur@kbin.social 4 points 1 year ago

No one said anyhting about "learned" vs "programmed". Literally no one.

[-] kogasa@programming.dev 4 points 1 year ago

OP is saying it's impossible for a LLM to have "figured out" how something it works, and that if it understood anything it would be able to perform related tasks perfectly reliably. They didn't use the words, but that's what they meant. Sorry for your reading comprehension.

[-] Norgur@kbin.social 1 points 1 year ago

"op" you are referring to is... well... myself, Since you didn't comprehend that from the posts above, my reading comprehension might not be the issue here. <insert trollface>

But in all seriousness: I think this is an issue with concepts. No one is saying that LLMs can't "learn" that would be stupid. But the discussion is not "is everything programmed into the LLM or does it recombine stuff". You seem to reason that when someone says the LLM can't "understand", that person means "the LLM can't learn", but "learning" and "understanding" are not the same at all. The question is not if LLMs can learn, It's wether it can grasp concepts from the content of the words it absorbs as it it's learning data. If it would grasp concepts (like rules in algebra), it could reproduce them everytime it gets confronted with a similar problem. The fact that it can't do that shows that the only thing it does is chain words together by stochastic calculation. Really sophisticated stachastic calculation with lots of possible outcomes, but still.

[-] kogasa@programming.dev 3 points 1 year ago

“op” you are referring to is… well… myself, Since you didn’t comprehend that from the posts above, my reading comprehension might not be the issue here.

I don't care. It doesn't matter, so I didn't check. Your reading comprehension is still, in fact, the issue, since you didn't understand that the "learned" vs "programmed" distinction I had referred to is completely relevant to your post.

It’s wether it can grasp concepts from the content of the words it absorbs as it it’s learning data.

That's what learning is. The fact that it can construct syntactically and semantically correct, relevant responses in perfect English means that it has a highly developed inner model of many things we would consider to be abstract concepts (like the syntax of the English language).

If it would grasp concepts (like rules in algebra), it could reproduce them everytime it gets confronted with a similar problem

This is wrong. It is obvious and irrefutable that it models sophisticated approximations of abstract concepts. Humans are literally no different. Humans who consider themselves to understand a concept can obviously misunderstand some aspect of the concept in some contexts. The fact that these models are not as robust as that of a human's doesn't mean what you're saying it means.

the only thing it does is chain words together by stochastic calculation.

This is a meaningless point, you're thinking at the wrong level of abstraction. This argument is equivalent to "a computer cannot convey meaningful information to a human because it simply activates and deactivates bits according to simple rules." Your statement about an implementation detail says literally nothing about the emergent behavior we're talking about.

this post was submitted on 04 Aug 2023
119 points (100.0% liked)

Technology

34909 readers
154 users here now

This is the official technology community of Lemmy.ml for all news related to creation and use of technology, and to facilitate civil, meaningful discussion around it.


Ask in DM before posting product reviews or ads. All such posts otherwise are subject to removal.


Rules:

1: All Lemmy rules apply

2: Do not post low effort posts

3: NEVER post naziped*gore stuff

4: Always post article URLs or their archived version URLs as sources, NOT screenshots. Help the blind users.

5: personal rants of Big Tech CEOs like Elon Musk are unwelcome (does not include posts about their companies affecting wide range of people)

6: no advertisement posts unless verified as legitimate and non-exploitative/non-consumerist

7: crypto related posts, unless essential, are disallowed

founded 5 years ago
MODERATORS