Western Standard - August 22, 2023


You can teach AI, but it may not learn


Episode Stats

Length

16 minutes

Words per Minute

139.94493

Word Count

2,270

Sentence Count

98


Summary

In this episode, researcher and IT management professional Gleb Lizzyk talks about artificial intelligence, and why it may not be as intelligent as we think it is. She explains how ChatGPT, a generative AI program developed by Google, may be less intelligent than we think and why we should be worried about it.


Transcript

00:00:00.000 Welcome Western Standard viewers. We are privileged to be joined today by Gleb Lizzyk,
00:00:07.860 a researcher and IT management professional who's not as anxious about artificial intelligence
00:00:15.740 as a lot of us have become recently. I had one of our columnists who was playing with ChatGPT
00:00:24.920 and it asked him. My columnist asked the program to give him a speech that would sound like the
00:00:32.680 Prime Minister and bless my soul it did somewhat. So clearly there is something in there and yet you
00:00:42.640 are not as sure that this is going to change the world after all. So can you tell us what it is
00:00:49.660 about artificial intelligence that's maybe not as intelligent as we think it is?
00:00:57.640 Absolutely. I'll try my best. One of the fun things I asked GPD to do was one of the many things
00:01:07.360 is to spin off a meaningless word salad about diversity and inclusion that could be used as
00:01:12.980 let's say a statement of someone's allegiance to the idea. ChatGPT exceeded my expectations
00:01:19.500 proving the fact that it can weave the words together so that they come across as carrying a deep
00:01:27.240 meaning whereas typically if you dig deeper ChatGPT then starts to show lack of any substance or
00:01:37.420 coherence. So no wonder that imitating our dear leader is so easy for ChatGPT to do.
00:01:45.420 Anything that has been repeated many times or templatized as a piece of as a piece of information or the
00:01:56.820 generative AI like ChatGPT can reproduce. So it's a language model not an intellect as we understand it.
00:02:05.040 Oh I see. So at least I think I see. You did an experiment with vaccine reactions. I think that I think this was in the column that you provided for us.
00:02:17.040 Yeah. And you tried to get it to change its mind and you succeeded somewhat in making it say that there were risks for younger people in association with vaccines.
00:02:30.380 Now regardless of what the viewer may think about the effectiveness and safety of the vaccines this discussion is actually about the ability of a program to learn.
00:02:40.500 And I think what you discovered was that no matter what you told it, it always wanted to revert back to the algorithms on which it was based.
00:02:51.360 Was that essentially what you were trying to, what you were putting out in that article?
00:02:56.060 Yes. Let me explain briefly what I tried to do. So we as human beings have knowledge, we have reasoning, right?
00:03:04.840 And we obviously have our own language patterns. So we can respond to the inputs with the specific outputs. So does ChatGPT, but ChatGPT or similar generative AI models, as they, to use the scientific term,
00:03:20.180 they don't really possess any knowledge and they don't really think through their responses or analyze them in any shape or form.
00:03:29.340 That's why it takes us a while to respond to a question, at least to a difficult question, right? We have to think about it.
00:03:36.480 ChatGPT does not think about anything. It just passes the inputs through the patterns and gives you the output.
00:03:43.680 That's very, it's a very simplistic form of explaining it. But what I tried to do is not even present new information to ChatGPT, but just simply say, what do you know?
00:03:57.720 How much do you know about, let's say, vaccine science effects and all the other things that, yeah, and I used that information to drive ChatGPT to a conclusion
00:04:06.140 that was drastically, drastically different from its initial statement about how vaccines, the COVID-19 vaccines are safe and effective, right?
00:04:17.120 So I wasn't feeding ChatGPT with any information, just using what it already had, right?
00:04:25.340 And it came to this drastically different conclusion. But when I, when I worded the, what follows directly from that conclusion, specifically, if,
00:04:36.820 if, if someone under 50 is looking to increase his or her lifespan, if you will,
00:04:47.400 should vaccine be recommended to the person? And it was very clear from the previous conclusion for ChatGPT that no, it's, it's not the right thing to do, right?
00:05:01.060 I'm not arguing that at this point, like whether vaccine are good or bad or anything like that.
00:05:05.520 I'm just saying that the conclusion was that vaccine is, is, is really harmful for anybody for 50 in comparison to COVID, right?
00:05:14.620 More, significantly more harmful, like up to 20 times and something like that, right?
00:05:18.940 And, and, and the response to, of ChatGPT to the question of whether vaccines should still be recommended for that person was yes,
00:05:29.360 because benefits outweigh the risks and stuff like that. So it hasn't really changed its mind drastically.
00:05:40.360 And, um, needless to say that the conversation we had in a, within a particular chat window just stays there.
00:05:48.820 It does not reflect on any other chats or any that I would call like a general broad understanding of ChatGPT of the issue, right?
00:05:58.420 So it just stays within, localized within the chat. As soon as you delete the chat, it's gone.
00:06:04.240 So, Gleb, obviously it was set up that way by the, uh, the team, the, the people who invented it in the first place and you tried to change it and you found you couldn't.
00:06:17.240 But I understand that, uh, the way of the future with AI is that you can select the news feeds that you want to be guided by, feed them into, uh, an intermediary program.
00:06:32.240 And then the program just sort of automatically writes according to the, the, the, the algorithms in ChatGPT.
00:06:41.240 Is there, can you through the process of feeding information into ChatGPT change its mind?
00:06:51.240 It seems that so far from what you've said you can't, but surely we're not forever stuck with the, uh, preconceptions that one person had when they designed it.
00:07:01.240 Yeah, well, it's, it's not that I could not change its, its mind.
00:07:09.240 Um, like I, again, within that chat window, I was able to change its mind, even though this mind is really big quotes, right?
00:07:18.240 Because its mind is very isolated to a single chat.
00:07:21.240 Um, the, uh, what I'm trying to say is that unless the whole learning process for, for generative AI changes, and the learning process for the generative AI is just a one-time shot.
00:07:37.240 It's very, uh, computer intense, very expensive process that happens once, right?
00:07:43.240 Which basically sets the patterns of, uh, ChatGPT brain or, uh, neural network, if you will, uh, to a certain state, right?
00:07:54.240 That state doesn't change.
00:07:56.240 It's also enforced through the hard program policies of those who train ChatGPT.
00:08:02.240 Um, and, um, whatever conclusions you can drive ChatGPT to, they have no real effect on those patterns.
00:08:13.240 Uh, so that, that process is basically set in stone, right?
00:08:19.240 Uh, so the, the mind, sorry, the mind of the ChatGPT is set in stone.
00:08:23.240 So who controls that, ultimately?
00:08:26.240 I mean, should we be alarmed at this, that the government or an agency or even big tech, by whatever name you want to know it, can actually, uh, quietly work on our minds and change our opinions without us even knowing that there is an alternative way to look at it?
00:08:46.240 How scared should we be?
00:08:47.240 How scared should we be?
00:08:49.240 Sorry, say it again.
00:08:50.240 Uh, what, uh, what was the question again?
00:08:52.240 The question was, uh, so let me ask you this.
00:08:57.240 If ChatGPT has been programmed to think a certain way, whatever you put into it, you're going to get an answer from it, which is ideologically consistent with what the original program writers had in mind.
00:09:20.240 That has the potential to change public opinion, to, to change where the center of gravity of public opinion is, if you will, because whatever you ask it, it's always going to give you an answer from a certain perspective.
00:09:35.240 If I understand you correctly, that's what the risk is.
00:09:40.240 How scared do you think we should be that that is what is going to happen?
00:09:45.240 Well, yeah, the ChatGPT is programmed and I, I hate to use this word program because that's not, uh, the way traditional programming works.
00:09:59.240 Uh, but it's trained by its trainers and obviously it reflects the trainer's biases and, uh, the information with which it's, it's fed, um, is filtered and cleaned out.
00:10:14.240 In a certain way, uh, to make sure that the ChatGPT does what it's supposed to do.
00:10:23.240 So ultimately what it leads to is that we don't really have an intelligent agent, uh, which is, which is very similar to human brain.
00:10:37.240 Uh, where, where, where we, um, really absorb the information from the, our experience.
00:10:43.240 We make connections, logical connections.
00:10:45.240 We change our minds and we learn on the fly from experiences.
00:10:49.240 That's not the case with ChatGPT.
00:10:52.240 Uh, uh, once it, it, it has that knowledge and then biases of, of its trainers.
00:10:59.240 I see.
00:11:00.240 There's, there's only, um, it's just, just the way the technology works is not the same as humans.
00:11:09.240 So it's very difficult to compare.
00:11:11.240 Uh, and, um, yeah, so everything kind of follows from that point.
00:11:17.240 So what do you think this is going to do to us over a period of years?
00:11:22.240 Us.
00:11:23.240 Society.
00:11:24.240 Now from the, from the societal point of view, obviously there are, there are, I, I mentioned in my article what the, the repercussions are.
00:11:33.240 Some obvious ones is that, uh, some jobs are going to be jeopardized obviously, right?
00:11:38.240 So there's, there's many jobs that are not very creative, uh, that are based on, um, uh, sort of the same templatized responses, um, that you, you grab your knowledge from, from some existing knowledge base and you spin off, spin it off in a, in a language.
00:11:54.240 So it's concerning the writers.
00:11:56.240 So, you know, it can be healthcare, can be education, uh, programming is another area.
00:12:02.240 So, uh, those jobs, uh, are certainly in jeopardy, right?
00:12:06.240 But the, the other societal repercussions is that, uh, if we think of HRGPD as something that is intelligent in the sense that it has knowledge and ability to logically think, then it can be very misleading for, uh, for people to ask questions and rely on those answers.
00:12:25.240 Uh, because they come with, they come very, they come out very easily, right?
00:12:30.240 And then, and they can, the people can be very easily fooled by, uh, by seemingly knowledgeable agent, which isn't really, which doesn't have any knowledge.
00:12:42.240 And it's just, uh, processes the inputs into the outputs based on, uh, whatever ideological views for, or political views that trainers had.
00:12:53.240 Do you think it could change the way we vote?
00:12:57.240 Sorry?
00:12:58.240 Do you think it could change the way we vote?
00:13:01.240 The way you vote?
00:13:03.240 Yes.
00:13:04.240 Oh, absolutely.
00:13:07.240 You can, you can, you can, uh, uh, it can change the way people vote, uh, simply because if, if someone is trying to decide to vote and goes and asks questions to chat GPT, and the chat GPT has certain political biases reflected of, of its trainers, it will, uh, it will be very convincing.
00:13:27.240 It just kind of, if you, if you, if I go back to my, uh, example of, uh, convincing chat GPT to change its mind on, uh, on the vaccines, right?
00:13:37.240 Regardless of what the answers were from chat GPT, it, it just keeps repeating the same mantra about how vaccines are safe and effective.
00:13:47.240 It, it, regardless, regardless of what conclusions we achieved, what, uh, what is the current reasoning, it would still repeat the same mantra as the vaccine is safe and effective.
00:13:59.240 It's, it's totally brainwashed minds in this respect.
00:14:03.240 So, Gleb, I understand that, uh, you were actually born in, uh, Russia.
00:14:08.240 Yeah.
00:14:09.240 Um, were you actually born in the Soviet Union?
00:14:12.240 Yes, I was.
00:14:13.240 So, you would have, uh, almost an instinctive, uh, feel for how people's minds are, uh, can be changed and how information can be handled and controlled.
00:14:25.240 So, I'm going to ask, I'm going to put the whole thing in one sentence and ask you to agree or to disagree.
00:14:32.240 We're saying that artificial intelligence is not nearly as intelligent as we think it is, but it may be more sinister than we ever thought possible.
00:14:43.240 Agree or disagree?
00:14:46.240 I agree that the artificial intelligence, as we know it right now, which is in, in the form of generative AI, is not intelligent at all, right?
00:14:58.240 And when I say intelligent, I mean, uh, the ability to reason, to have a knowledge base, to have a memory and the ability to change its mind.
00:15:09.240 So that's, that's just some key, key pieces to the intelligence besides just recognizing patterns, which ChatGPT does very well.
00:15:17.240 So, um, no, it's, um, as much as we think of AI, if you want me to put it in a, in one sentence, as much as we think of AI as a, as a, uh, almost like a replacement or enhancement to a human brain.
00:15:36.240 And the current version of journey of AI and its instance, ChatGPT, for example, is not anywhere close and, and arguably is not even designed to do that.
00:15:49.240 Well, one thing, Gleb, it is certainly much more than a spell checker.
00:15:53.240 Gleb Lizzyk, from Vaughan, an IT specialist, with us today to talk about artificial intelligence and where it may lead us.
00:16:03.240 Gleb, thank you very much for coming on the program. We much appreciate it.
00:16:06.240 Thank you, Nigel. Have a good day.
00:16:08.240 On behalf of the Western Standard, I'm Nigel Hannaford.
00:16:12.240 Thank you.