Apparently, "we're using AI" is a better story than "we're making great products, regardless of the underlying tech."
Apparently, "we're using AI" is a better story than "we're making great products, regardless of the underlying tech."
Anyone who thinks this is like blockchain should spend 10 hours coding with GPT-4, and then extrapolate those capabilities out a few years. It’s already adding a huge amount of value and productivity gain for me, though you need to know what to use it for.
* in/out painting with photo editing software
* GitHub Copilot
* voice synthesis
* ChatGPT (not great for what a lot of people try to use it for, but I find it useful for brainstorming or as a conversational programming Copilot)
As a good non native German speaker, the ability to send a piece of text to a good LLM for review and correction is incredible. I do not need my wife to review the text I send to the tax authorities, the LLM is doing it for me (and I am good enough to critically assess the quality of the of the LLM work).
This also doesn't at all require ChatGPT to be the first step on a road to self-aware sentient AI or anything else like that - the tools being built today will already disrupt a lot of things enough to allow for new winners and losers.
You get "90%" of the value of the world's best library - access to information - but lose things like a well-organized professional scheme, expert humans to assist you with your queries, and the ability to fill up a table with a bunch of books and reference materials side by side vs what you can fit onto your screen at once.
But you also add some new things - you don't have to travel, multiple people can use it at once, etc - that all basically could be thrown into the "10% the cost" bucket: a company doesn't have to spend to send researchers around, they don't have to wait, etc.
And publishers and artists of course were convinced that the internet would be the death of their current business models, that they were just extractive tools, not creative, and bad for their world; and weren't exactly wrong.
They're both just moving bits around and summarizing more than doing the original research to figure out atomic theory, say. But "10% the cost" - and especially "10% the time required" unlocks A LOT of ability to do more, fancier things. As does bypassing gatekeeping requirements (pay to travel, pay to have marketing copy written, pay/have connections to get access to the right archives, "sponsor" an artist to create stuff personally for you...).
I think ChatGPT is generally bad as a creative agent (vs a carefully used tool) and is gonna result in the internet being full of even more low-value BS than before, but I think it's inaccurate to say that it's not going to unlock anything new. It's just gonna look way different than today's internet.
Is a world with Patreon more or less gate-kept from the perspective of "influencing things to your taste" than one where you had to be rich enough to sponsor a Mozart or such?
Is a world where you can't afford to make your own compositions because you don't have the money to afford the tutelage or the free time to master every single step more or less gate-kept than one where you can play around and learn on free or cheap software tools?
It'll be different but there will still be artists - creation will be open to more people than ever before - and I also don't expect that the power-law function of cultural products and taste will change, so there will still be big winners from those artists able to command $$$.
Overall I believe that this is certainly a disruptive, possibly revolutionary, information systems technology but I don't believe it's more uniquely purely extractive than something like the internet or previous disruptive ones.
Generative AI, or AI in general, has actual use cases that people can immediately understand (and in fact use already on a daily basis). Not one crypto fan ever made a pitch for cryptocurrency that made any sense if you asked follow-up questions.
But also its the same.
Economically, generative AI is massively more useful than blockchain algorithms, and its also a much wider field. Its actually producing useful content right now, in spite of being in a very rough and janky state like its straight out of a rushed research lab.
But its also getting the same slimey, scammy hype that crypo and blockchain got. The space is stuffed with grifters. You can't trust what anyone says about it.
And we already see the effect and have not even reached any hill.
Its for me the same as with renewable energie and EVs: We have not yet invested that much money into batteries as we could and all the problems we are facing will be gone sooner than later because there is no ceiling currently visible. Just not enough VC for it.
Battery tech started to get much more funding 2022.
AI will defintily change a lot and the progress is astonishing.
Blockchain didn't have any proper usecase that was better than what it was aiming to replace.
But AI already has real use cases. And it is already solving problems. And I don't mean ChatGPT, Copilot, etc.
I have myself developed and deployed AI models into real-world use that have been in production for years.
Blockchain was only hype. AI has real uses + hype.
AI will be a bubble that will burst, but even after that, people will improve it and use it more.
Funny side note, I misremembered which company it was and my attempts at googling Canon case study brought up nothing relevant. Trying Chatgpt it said that Canon did fine, so I asked it wether there wasn't some company that did fail, and it reminded me it was Kodak.
now, it's true that everyone is jumping on the bandwagon etc, but the two tech are foundamentally different in usefulness.
> Stack Overflow is investing heavily in enhancing the developer experience across our products, using AI and other technology, to get people to solutions faster.
They could have simply said:
> Stack Overflow is investing heavily in enhancing the developer experience across our products to get people to solutions faster.
And it would not have changed the meaning of the message at all, except that we would not have read the magic word.