I have long said I am an AI doubter until AI could print out the answers to hard problems or ones requiring tons of innovation. Assuming this is verified to be correct (not by AI) then I just became a believer. I would like to see a few more AI inventions to know for sure, but wow, it really is a new and exciting world. I really hope we use this intelligence resource to make the world better.
>it really is a new and exciting world...
The point is that from now on, there will be nothing really new, nothing really original, nothing really exciting. Just endless stream of re-hashed old stuff that is just okayish..
Like an AI spotify playlist, it will keep you in chains (aka engaged) without actually making you like really happy or good. It would be like living in a virtual world, but without having anything nice about living in such a world..
We have given up everything nice that human beings used to make and give to each other and to make it worse, we have also multiplied everything bad, that human being used to give each other..
AI is a remixer; it remixes all known ideas together. It won't come up with new ideas though; the LLMs just predict the most likely next token based on the context. That means the group of characters it outputs must have been quite common in the past. It won't add a new group of characters it has never seen before on its own.
I'm curious as to why you consider this as the benchmark for AI capabilities. Extremely few humans can solve hard problems or do much innovation. The vast majority of knowledge work requires neither of these, and AI has been excelling at that kind of work for a while now.
If your definition of AI requires these things, I think -- despite the extreme fuzziness of all these terms -- that it's closer to what most people consider AGI, or maybe even ASI.
It 100% will not be used to make the world better and we all know it will be weaponised first to kill humans like all preceding tech
Are the only two options AI doubter and AI believer?
> I really hope we use this intelligence resource to make the world better.
I wished I had your optimism. I'm not an AI doubter (I can see it works all by myself so I don't think I need such verification). But I do doubt humanity's ability to use these tools for good. The potential for power and wealth concentration is off the scale compared to most of our other inventions so far.
The problem is that the AI industry has been caught lying about their accomplishments and cheating on tests so much that I can't actually trust them when they say they achieved a result. They have burned all credibility in their pursuit of hype.
most issues at every scale of community and time are political, how do you imagine AI will make that better, not worse?
there's no math answer to whether a piece of land in your neighborhood should be apartments, a parking lot or a homeless shelter; whether home prices should go up or down; how much to pay for a new life saving treatment for a child; how much your country should compel fossil fuel emissions even when another country does not... okay, AI isn't going to change anything here, and i've just touched on a bunch of things that can and will affect you personally.
math isn't the right answer to everything, not even most questions. every time someone categorizes "problems" as "hard" and "easy" and talks about "problem solving," they are being co-opted into political apathy. it's cringe for a reason.
there are hardly any mathematicians who get elected, and it's not because voters are stupid! but math is a great way to make money in America, which is why we are talking about it and not because it solves problems.
if you are seeking a simple reason why so many of the "believers" seem to lack integrity, it is because the idea that math is the best solution to everything is an intellectually bankrupt, kind of stupid idea.
if you believe that math is the most dangerous thing because it is the best way to solve problems, you are liable to say something really stupid like this:
> Imagine, say, [a country of] 50 million people, all of whom are much more capable than any Nobel Prize winner, statesman, or technologist... this is a dangerous situation... Humanity needs to wake up
https://www.darioamodei.com/essay/the-adolescence-of-technol...
Dario Amodei has never won an election. What does he know about countries? (nothing). do you want him running anything? (no). or waking up humanity? In contrast, Barack Obama, who has won elections, thinks education is the best path to less violence and more prosperity.
What are you a believer in? ChatGPT has disrupted exactly ONE business: Chegg, because its main use case is cheating on homework. AI, today, only threatens one thing: education. Doesn't bode well for us.
> I would like to see a few more AI inventions to know for sure, but wow, it really is a new and exciting world.
We already have a few years of experience with this.
> I really hope we use this intelligence resource to make the world better.
We already have a few years of experience with this.
It's less of solving a problem, but trying every single solution until one works. Exhaustive search pretty much.
It's pretty much how all the hard problems are solved by AI from my experience.
Math and coding competition problems are easier to train because of strict rules and cheap verification. But once you go beyond that to less defined things such as code quality, where even humans have hard time putting down concrete axioms, they start to hallucinate more and become less useful.
We are missing the value function that allowed AlphaGo to go from mid range player trained on human moves to superhuman by playing itself. As we have only made progress on unsupervised learning, and RL is constrained as above, I don't see this getting better.