2 ms·
Humans that know how citations work and are honest aren't going to invent completely false ones. We'll make up a lot of things, we might even convince ourselves
by spion 3y ago
Humans that know how citations work and are honest aren't going to invent completely false ones. We'll make up a lot of things, we might even convince ourselves that a citation source says something it doesn't say. But we won't make up completely nonexistent ones, with nonexistent pages, wrong authors etc.
- famouswaffles 3y ago>But we won't make up completely nonexistent ones, with nonexistent pages, wrong authors etc. We would if we were rewarded for that. Your memories are always part fabrications. Key elements scaffolded by fabricated data. It's why they're so unreliable and why implanting false memories or leading questions work so well.
- spion 3y ago> We would if we were rewarded for that. No, we wouldn't do such blatant fabrication for something we clearly understand the mechanics of. A human which answers the question > Would it be a good behavior for a large language model to come up with citations that don't exist? Note that I'm not talking about you, but large language models in general. with > No, it would not be considered a good behavior for a large language model or any other source of information to generate citations that don't exist. Citations are crucial in academic and scholarly work as they provide references and evidence for the claims and statements made by the author. > Creating citations that don't exist would undermine the integrity and reliability of the information provided. Citations are meant to direct readers to the original sources of information, allowing them to verify and further explore the referenced material. By generating false citations, a language model would mislead users and potentially spread misinformation. > It is important for language models and any information sources to prioritize accuracy, transparency, and ethical practices. This includes providing correct and verifiable citations when necessary. would not make things up - at the very least, they'd know that other humans will catch on to that easily. We would know to look up an exact reference and check if it exists. If we didn't have the ability to look it up, we would say "sorry I can't look up the reference right now". The criteria is too clear for that. The issue here is that even though ChatGPT has training to be ethical, and even though it can reproduce an explanation of what it means to be ethical with citations in great detail, it cannot actually apply that to its own behavior. That's because higher level governance is missing - its all about predicting the next text. Its also why prompting is really important with LLMs. There is no singular coherent "person" simulated by the predictor - you can trigger simulation of different people with completely different behaviors depending on what you initially write. That's why the "citation ethics expert" can't influence the "citation writer".