No bubble has deserved to pop as much as AI deserves to
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Blockchain and crypto were worse. „AI” has some actual use even if it’s way overblown.
Creating a specialized neural net to perform a specific function is cool. Slapping GPT into customer support because you like money is horse shit and I hope your company collapses. But yeah you're right. Blockchain was a solution with basically no problems to fix. Neural nets are a tool that can do a ton of things, but everyone is content to use them as a hammer.
Yes! "AI" defined as only LLMs and the party trick applications is a bubble. AI in general has been around for decades and will only continue to grow.
Crypto has a legitimate value, you can buy drugs with it.
Honestly kinda miss when the drugs I did were illegal. I used to buy weed from this online seller that was really into designer drugs. The amount of time I used to spend on Erowid just to figure out wtf I was about to take.
I'm glad you didn't say NFTs because my Bored Ape will regain and triple its value any day now!
Bro the GME short squeeze is going to hit any day now. We're going to be millionaires bro, you just wait
I'm not even understanding what AI is at this point because there's no delineation between moderately sophisticated algorithms and things that are orders of magnitude more complex.
I mean, if something like multisampling came out today we'd all know how it'd be marketed
AI is a ridiculous broad term these days. Everybody had been slapping the label on anything. It's kinda like saying "transportation" and it means anything between babies crawling up to wrap drive and teleportation.
As a major locally-hosted AI proponent, aka a kind of AI fan, absolutely. I'd wager it's even worse than crypto, and I hate crypto.
What I'm kinda hoping happens is that bitnet takes off in the next few months/years, and that running a very smart model on a phone or desktop takes milliwatts... Who's gonna buy into Sam Altman $7 trillion cloud scheme to burn the Earth when anyone can run models offline on their phones, instead of hitting APIs running on multi-kilowatt servers?
And ironically it may be a Chinese company like Alibaba that pops the bubble, lol.
If bitnet takes off, that’s very good news for everyone.
The problem isn’t AI, it’s AI that’s so intensive to host that only corporations with big datacenters can do it.
The fuck is bitnet
https://www.microsoft.com/en-us/research/publication/bitnet-scaling-1-bit-transformers-for-large-language-models/ use 1 bit instead of 8 or 16, yay performance gainz
I am old enough to remember when the CEO of Nortel Networks got crucified by Wall Street for saying in a press conference that the telecom/internet/carrier boom was a bubble, and the fundamentals weren't there (who is going to pay for long distance anymore when calls are free over the internet? where are the carriers-- Nortel's customers-- going to get their income from?). And 4 years later Nortel ceased to exist. Cisco crashed too, though had enough TCP/IP router biz and enterprise sales to keep them alive even until today.
This all reminds me of the late 1990s internet bubble rather than the more recent crypto bubble. We'll all still be using ML models for all kinds of things more or less forever from now on, but it won't be this idiotic hype cycle and overvaluation anymore after the crash.
Shit, crypto isn't going anywhere either, it's a permanent fixture now, Wall Street bought into it and you can buy crypto ETFs from your stockbroker. We just don't have to listen to hype about it anymore.
Crypto is still just as awful as it ever was IMO. Still plenty of assholes ~~gambling~~ investing in crypto.
Well put.
Soon, it won't be this idiotic hype cycle, but it'll be some other idiotic hype cycle. Short term investors love hype cycles.
Always invest in the spades never the gold mine
That's why Nvidia is making bank right now
I went to a AI conference and you can just sense how bogus it all feels. Like "Our patent pending AI system references billions of crowd-sourced data points to identify what you are craving for breakfast! Never think about breakfast again!"
And as a engineer speaking with other engineers, we all collectively shrug and just keep taking the money. I'll AI your toaster for enough money IDGAF.
No shit.
Like all new technologies, there is a time when bunches of companies jump on the band wagon to get in on the action. You can see it all throughout the history of the industrial revolution.
They mostly know that there will come a great weeding out of those that can't handle the technology or just fail from poor management. But they are betting they will be among the 1% that wins the race and remain to dominate the market.
The rest will just bide their time until the next Big Thing comes along. And the process starts over again.
Yeah, but thanks to the glory of corporateworld, all the people involved in making these decisions will be in a higher position at a different company by the time the consequences come knocking.
You definitely will not regret spending billions of dollars on GPUs and electricity bills.
Maybe it's like the dotcom bubble: there is genuinely useful tech that has recently emerged, but too many companies are trying to jump on the bandwagon.
LLMs do seem genuinely useful to me, but of course they have limitations.
We need to stop viewing it as artificial intelligence. The parts that are worth money are just more advanced versions of machine learning.
Being able to assimilate a few dozen textbooks and pass a bar exam is a neat parlor trick, but it is still just a parlor trick.
Unfortunately probably the biggest thing to come out of it will be the marketing aspect. If they spend enough money to train small models on our wants and likes it will give them tremendous amounts of return.
The key to using it in a financially successful manner is finding problems that fit the bill. Training costs are fairly high, quality content generation is also rather expensive. There are sticky problems around training it from non-free data. Whatever you're going to use it for either needs to have a significant enough advantage to make the cost of training /data worth it.
I still think we're eventually going to see education rise. The existing tools for small content generation adobe's use of it to fill in small areas is leaps and bounds better than the old content aware patches. We've been using it for ages for speech recognition and speech generation. From there it's relatively good at helper roles. Minor application development, copy editing, maybe some VFX generation eventually. Things where you still need a talented individual to oversee it but it can help lessen the workload.
There are lots of places where it's being used where I think it's a particularly poor fit. AI help desk chatbots, IVR scenarios, It says brain dead as the original phone trees and flow charts that we've been following for decades.
We're hitting logarithmic scaling with the model trainings. GPT-5 is going to cost 10x more than GPT-4 to train, but are people going to pay $200 / month for the gpt-5 subscription?
10 to 30? Yeah I think it might be a lot longer than that.
Somehow everyone keeps glossing over the fact that you have to have enormous amounts of highly curated data to feed the trainer in order to develop a model.
Curating data for general purposes is incredibly difficult. The big medical research universities have been working on it for at least a decade, and the tools they have developed, while cool, are only useful as tools too a doctor that has learned how to use them. They can speed diagnostics up, they can improve patient outcome. But they cannot replace anything in the medical setting.
The AI we have is like fancy signal processing at best
Not an expert so I might be wrong, but as far as I understand it, those specialised tools you describe are not even AI. It is all machine learning. Maybe to the end user it doesn't matter, but people have this idea of an intelligent machine when its more like brute force information feeding into a model system.
Don't say AI when you mean AGI.
By definition AI (artificial intelligence) is any algorithm by which a computer system automatically adapts to and learns from its input. That definition also covers conventional algorithms that aren't even based on neural nets. Machine learning is a subset of that.
AGI (artifical general intelligence) is the thing you see in movies, people project into their LLM responses and what's driving this bubble. It is the final goal, and means a system being able to perform everything a human can on at least human level. Pretty much all the actual experts agree we're a far shot from such a system.
Not shocked. It seems the tech bros like to troll us every few years.
The tech bros are selling, but it's the VCs that are fueling this whole thing. They're grasping for the next big thing. Mostly they don't care if any of it actually works, as long as they can pump share value and then sell before it collapses.
Please please please please please please please please
Yeah, but the 0.1% remaining will take over the world.
Does anyone remember the era when there were a million search engines? Google didn't spawn alone.
Same with Amazon. You think nobody else tried to make an online store in the 90s? Lol.
People are trying to vindicate their dislike of AI, pointing to trends like this as if it were supporting evidence. But saying "AI is going to be a big flop because 99% of companies today will end up failing" is as stupid as saying "online shopping will never work because 99% of online stores will close by the year 2010"
Same with Amazon. You think nobody else tried to make an online store in the 90s? Lol.
Fun fact: the first online store still exists. It's Pizza Hut. They launched an experiment for online ordering in 1994. The first company to ever sell a product on the web.
If you're invested in these stocks, make sure you have your stop loss orders in place, 100%.
I imagine the bubble bursting will be quick and deadly.
AI companies specializing in spreading bullshit all across the internet have a bright future however
It will probably burst, but that does not man that AI will go away completly.
No shit
So, I have clients that are actively using AI on a daily basis and LOVE it. It is however a very narrow subset. Also, I’m pretty sure that a LARGE amount of Dollars are currently being spent on AI generated political articles.
The web didn't die after the dot com bubble burst. The AI bubble will burst, but a smaller niche of companies will continue to exist.
They couldn’t keep their heads on fucking straight during the .com bubble, and here they are doing it all over again.
People look at the advertising for this shit (and future tech-bro shit) and wonder, "who is this for"? Remember E.L.O.N. Exaggerated Lies Overlooked Narratives
Think of every manager and boss you've ever had. They don't think, they just do. Salesmen convince them using issues that don't exist, to sell solutions that don't really work, to people that don't understand how to use them. Repeat over 70 years and you have the modern American education system.
Now things are different. Money is scarce, things are getting tight. Tech-Bros have changed from a mildly infuriating strategy, to a downright abusive one. These simple minded managers think everything is under attack, and the only solution is what they already have, but heavily monetized and completely unusable.
As someone who follows the startup space (and is thinking of starting their own, non-AI driven startup), the issue is all of the easily solvable problems have already been solved. The only thing that shakes up the tree is when new tech comes along and makes some of the old problems easy to solve.
So take a look at crypto - If you wanted to make a tip bot on Telegram, before crypto that was really hard. You needed to register with something like PayPal, have the recipient register with PayPal, etc etc etc. After crypto it was "Hey this person sent you 5$, use this private key if you want to recover it" (btw I made this service and it was used a lot).
Now look at AI - Imagine making a service that detects CSAM before AI took off. As an aside, I did NOT make this service, but I know a group of people who did. Imagine trying to make this without the AI boom - you'd need millions of images for training data, a PhD in machine learning, and so much more. Now, anyone can make it in their basement.
The point is, investors KNOW the bubble is a bubble and that it will pop. It doesn't matter though. They're looking for people who will solve problems that previously cost 1bln to solve with only 1mln of funding. If even 1% of their companies pay off, they make a profit.
Yeah, AI is really just a surveillance tool than anything else.
When AI "creates" something, it's just pulling up things related to words you typed in and making an amalgamation of what you typed in out of what it has.
The real purpose is for corporations and governments to look through people's devices and online storage at super speed.
this is why you all need to be using end-to-end encrypted storage for everything and VPNs with perfect forward secrecy
do your own research into the history of each provider of those things before you buy it
Aw, only 99%?