And if it isn't? Literally every single argument I've seen towards this being AGI is "We don't know at all how intelligence works, so let's say that this is it!!!!!"
> nowhere near the game changer ChatGPT(4) is, even if ChatGPT was only available for the subset of scientists that benefit from Alpha Fold
This is utter nonsense. For anyone who actually knows a field, ChatGPT generates unhelpful, plausible-looking nonsense. Conferences are putting up ChatGPT answers about their fields to laugh at because of how misleadingly wrong they are.
This is absolutely okay, because it can be a useful tool without being the singularity. I'd sure that in a couple of years time, most of what ChatGPT achieves will be in line with most of the tech industry advances in the past decade - pushing the bottom out of the labor market and actively making the lives of the poorest worse in order to line their own pockets.
I really wish people would stop projecting hopes and wishes on top of breathless marketing.
>pushing the bottom out of the labor market and actively making the lives of the poorest worse in order to line their own pockets.
This makes zero sense. GPT4 has little effect on a janitor or truck driver. It doesn't pick fruit, or wash cars.
As far as I know, the exception to this is the bar exam, which GPT-4 can also pass, but that exam plays into GPT-4's strengths much more than other professional exams.
FWIW, this is more true for CA than most states.
Making GPT sit it is like getting someone with no knowledge but a computer full of past questions and answers and a search button to sit the exam. It has metaphorical written it’s answers on it’s arm.
It knows a lot of stuff, but it can't do much thinking, so the minute your problem and its solution are far enough off the well-trodden path, its logic falls apart. Likewise, it's not especially good at math. It's great at understanding your question and replying with a good plain-english answer, but it's not actually thinking
See GPT4's reply to pclmulqdq at https://news.ycombinator.com/item?id=35648144 .
That's not a response from someone who wrote the answers on the inside of their elbow before coming to class. That's genuine inductive reasoning at a level you wouldn't get from quite a few real, live human students. GPT4 is using its general knowledge to speculate on the answer to a specific question that has possibly never been asked before, certainly not in those particular words.
I asked GPT-4 to give me a POSIX compliant C port of dirbuster. It spit one out with instructions for compiling it.
I asked it to make it more aggressive at scanning and it updated it to be multi-threaded.
I asked it for a word list, and it gave me the git command to clone one from GitHub and the command to compile the program and run the output with the word list.
I then told it that the HTTP service I was scanning always returned 200 status=ok instead of a 404 and asked it for a patch file. It generated that and gave me the instructions for applying it to the program.
There was a bug I had to fix: word lists aren’t prefixed with /. Other than that one character fix, GPT-4 wrote a C program that used an open source word list to scan the HTTP service running on the television in my living room for routes, and found the /pong route.
This week it’s written 100% of the API code that takes a CRUD based REST API and maps it to and from SQL queries for me on a cloudflare worker. I give it the method signature and the problem statement, it gives me the code, and I copy and paste.
If you’re laughing this thing off as generating unhelpful nonsense you’re going to get blind sided in the next few years as GPT gets wired into the workflows at every layer of your stack.
> pushing the bottom out of the labor market and actively making the lives of the poorest worse in order to line their own pockets.
I’m in a BNI group and a majority of these blue collar workers have very little to worry about with GPT right now. Until Boston Dynamics gets its stuff together and the robots can do drywalling and plumbing, I’m not sure I agree with your take. This isn’t coming for the “poorest” among us. This is coming for the middle class. From brand consultants and accountants to software engineers and advertisers.
Software engineers with GPT are about to replace software engineers without GPT. Accountants with GPT are about to replace accountants without GPT.
> Literally every single argument I've seen towards this being AGI is
Here is one: it can simultaneously pass the bar exam, port dirbuster to POSIX compliant C, give me a list of competing brands for conducting a market analysis, get into deep philosophical debates, and help me file my taxes.
It can do all of this simultaneously. I can't find a human capable of the simultaneous breadth and depth of intelligence that ChatGPT exhibits. You can find someone in the upper 90th percentile of any profession and show that they can out compete GPT4. But you can't take that same person and ask them to out compete someone in the bottom 50th percentile of 4 other fields with much success.
Artificial = machine, check. Intelligence = exhibits Nth percentile intelligence in a single field, check General = exhibits Nth percentile intelligence in more than one field, check
This is AGI, now we are nit-picking. It's here.
This extreme difficulty in discerning what it hallucinates and what is "true" is what it's most obvious problem is. I guess it can be fixed somehow but right now it has to be heavily fact-checked manually.
It does this for computing questions as well, but there is some selection bias so people tend to post the success-stories and not the fails. However it's less dangerous if it's in computing as you'll notice it immediately so maybe require less manual labour to keep it in check.
Hahaha, if you want nit-picking, all the language tasks chatGPT is good at are strictly human tasks. Not general tasks. Human tasks are all related to keeping humans alive and making more of us, they don't span the whole spectrum of possible tasks where intelligence could exist.
Of course inside language tasks it is as general as can be, yet still needs to be placed inside a more complex system with tools to improve accuracy, LLM alone is like brain alone - not that great at everything.
I have a feeling they had access to a lot of code on GH, who knows how much code they actually accessed. Copilot for a long time said it would use your code as training data, including context, if you didn’t opt out explicitly, so that’s already millions maybe hundreds of millions of lines of code scraped.
The conspiracy theorist in me wonders if MS just didn’t provide access to public and private code to train on, they wouldn’t have even told Open AI, just said, “here’s some nice data”, it’s all secret and we can’t see the models inputs so I’ll leave it at that. I mean they’ve obviously prepared the data for copilot, so it was there waiting to be trained on.
So yeah I feel your enthusiasm but if you think about it a little more, or maybe not so hard to imagine what you saw being actually rather simple ? Every time I write code I feel kind of depressed because I know almost certainly someone has already written the same thing and that it’s sitting in GitHub or somewhere else and I’m wasting my time.
ChatGPT just takes away the knowing where to find something (it’s already seen almost everything the average person can think of) you want and gives it to you directly. Have you never thought of this already ? Like you knew all the code you wanted already was there somewhere, but you just didn’t have an interface to get to it? I’ve thought about this for quite a while and I knew there would big data people doing experiments who could see that probably 80-90% of code on GitHub is pretty much identical.
Nothing is magic, right ?
Okay, now try being a scientist in a scientific field that isn't basic coding.
It's not people laughing at pretences, it's people who know even basic facts about their field literally looking at the output today and finding it deeply, fundamentally incorrect.
I wonder what your personal success rate would be if we did a Turing test with the “people” who “know basic facts about their field.” If they sat at a computer and asked you all these questions, would you get them right? Or would you end up in slide decks being held up as a reason why misnome doesn’t qualify as AGI?
I find comfort in knowing that it can’t “do science.” There is a massive amount of stuff it can do. I’m hopeful there will be stuff left for humans.
Maybe we’ll all be scientists in 10 years and I won’t have to waste my life on all this “basic coding” stuff.
Absolutely not! I created a powershell script for converting one ASM label format to another for retro game development and i used ChatGPT to write it. Now, it fumbled some of the basic program logic, however, it absolutely nailed all of the specific regex and obtuse powershell commands that i needed and that i merely described to it in plain English.
It essentially aced the "hard parts" of the script and i was able to take what it generated and make it fit my needs perfectly with some minor tweaking. The end result was far cleaner and far beyond what i would have been able to write myself, all in a fraction of the time. This ain't no breathless marketing dude: this thing is the real deal.
ChatGPT is an extremely powerful tool and an absolute game changer for development. Just because it is imperfect and needs a bit of hand holding (which it may not soon), do not underestimate it, and do not discount the idea that it may become an absolute industry disrupter in the painfully near future. I'm excited ...and scared
It does, quite often. Not only that, as you describe. But it does.
For example, I asked it what my most cited paper is, and it made up a plausible-sounding but non-existent paper, along with fabricated Google Scholar citation counts. Totally unhelpful.
It also can produce very useful things.
If you're a robotresearcher, maybe try getting it to whip up some ...verilog circuits or something? I don't know much about your field or what you do specifically, but tasks like regular expressions or specific code syntax it is absolutely brilliant at, whatever the equivalent to that is in hardware. ...I've only ever replaced capacitors and wired some guitar pickups.
> it made up a plausible-sounding but non-existent paper, along with fabricated Google Scholar citation counts
I ran into a similar issue: I asked it for codebases of similar romhacks to a project i'm doing, and it provided made up Github repos with completely unrelated authors for romhacks that do actually exist: non-existent hyperlinks and everything.
Now, studying the difference in GPT generations, it seems like more horsepower and more data solves alot of GPT problems and produces emergent capabilities with the same or similar architecture and code. The current data points to this trend continuing. I find it both super exciting and super ...concerning.
You asked a machine learning model to tell you something about yourself that you already knew?
This is not what any of the US economic stats have looked like in the last decade.
Especially since 2019, the poorest Americans are the only people whose incomes have gone up!
I use ChatGPT daily to generate code in multiple languages. Not only does it generate complex code, but it can explain it and improve it when prompted to do so. It's mind blowing.
