Sam Altman thinks Silicon Valley has lost its culture of innovation
businessinsider.com
businessinsider.com
Now there is OpenAI and that’s a super unusual case and luck is important in that one. The thing is they managed to get a lot of resources to train a very big model before anybody else did and woke up people to the possibility of LLMs but there just can’t be a GPT-5 which has 50x the parameters of GPT-4 and even if they was nobody could afford the cost to do inference with it.
They can’t afford to go forward the way they’ve gotten to where they have been, sure they can try to find a more efficient approach but everybody else is doing that and nobody else quite feels the same pressure to make a model that performs better and the same way GPT-4 performs so their first mover advantage could make them irrelevant unless they make the right moves and luck strikes a second time.
What is missing is the Bob Taylor like visionary in the sense that he was sowing the seeds for something like golden age Parc. We have managed to create a system where the money has flowed to people with little idea of how to use it properly, which is not how capitalism is supposed to work.
I am also reminded of Alan Kay once making a remark about people confusing Linux knowledge for computer science fundamentals. We may be suffering from a Linux monoculture.
Before Linux projects for the "operating systems" class were pretty limited, if you were lucky you wrote a bootloader that worked.
Once Linux came around it was night and day better as you could do just about any project that involves writing or modifying a kernel module.
So at one level Linux enabled a lot of learning and innovation in relatively small and marginal ways, but someone could say it killed off major innovations in operating systems.
On the other hand, I think the userspace is just as bad as the kernel in that respect if not worse. Suppose you believed that the ordinary kind of OS is "bloated" and wanted to try something new. Well, you need a userspace and unless you're going to write every single program you want to run on your OS fresh you're going to have to support a POSIX API and if you do that you've put all the bloat back in, even if it is a translation layer over some native API that will likely go unused because most of the software you'll want to run will be existing stuff.
If there is any real alternative to that model it is the "OO API" model seem with COM in Windows and whatever kind of serialization Android uses which is just putting the bloat train into high gear.
For more than a decade, the focus was on building SaaS businesses that eked out minor efficiencies in the market.
The incentive was not to think big and try to build challenging things, the incentive was to do something simple, that would guarantee a return without much thought.
Don't hate the player, hate the game. (is that the saying?)
For the past 12 years, I've been in deep-tech, and though I am starting to see a change in attitude towards deep-tech companies, I feel like an inordinate amount of that focus is going to anyone who claims to be in AI.
Where does he think they got the Transformer paper from, or even the PyTorch and H100 GPU's they use?
I think there is a point here that user-facing innovation stagnated and OpenAI helped break that, but it’s wild to me that there is no acknowledgement at all of the giants whose shoulders they stand on. Although I guess that’s what he meant about the arrogance…
The transformer paper is the only thing that absolutely can be considered a breakthrough and what commercial success or impact did it have before OpenAI? None.
He is absolutely correct. Silicon Valley had been chasing crap for years now like crypto or various forms of rent seeking "businesses", and making incremental improvements.
Does the freakin first mass produced EV in the world count? Engineering and manufacturing.
Crypto is also an example of a much more globally distributed phenomena. Vitalik in Singapore, tether founders in Italy?, Binance god knows where, FTX in Bahamas, etc. None of the major tech co’s in the Bay were doing much of anything with crypto. Oh except for Coinbase, you know the YC darling of whom Sam is affiliated?
(not speaking about silicon valley)
Theranos!
> Where does he think they got the Transformer paper from, or even the PyTorch and H100 GPU's they use?
He's hallucinating. OpenAI is not a scientific breakthrough any more than Theranos was. It's just a commercial service that creates a pipeline out of other people's scientific breakthroughs.
The opacity of it should obviate any claim of it being scientific; for all we know, the backend is a bullpen of librarians chained to workstations. He's also glossing over the ethics of outsourcing moderation to desperate Africans, which would raise some flags in a truly-scientific context.
It's as if you're throwing money worth about half of the cost [0] of the entire Manhattan project at a company [1], and then make a big deal over getting results. Nevermind that the transformer wasn't even OpenAI's invention.
[0] https://en.wikipedia.org/wiki/Manhattan_Project
[1] https://techcrunch.com/2023/04/28/openai-funding-valuation-c...
"I hate to say this, because it sounds so arrogant... " holy shit lol what an absolute tool. What has OpenAI done exactly, invent transformers and GPUs?
Now, of course, Meta and Stability have given us so much more. It's a good time!
> "I hate to say this, because it sounds so arrogant, before OpenAI, what was the last really great scientific breakthrough that came out of a Silicon Valley company?"
he's literally calling open ai the only innovator. it's that controversial sort of PR that all the VCs/silicon valley types are copying from trump.
Most “tech” innovation today, and market cap acceleration, is from innovative use of technology to simplify, scale, and leverage existing business categories.
Not innovative advancement of technology.
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We now have a company that manages and leverages the biggest network of scrapbook creators the world has ever seen!!! :)
Their impact has been unprecedented in range and unexpected side effects.
But at the end of the day, only a small fraction of their “innovation” has has an a hint of foundational flavor. Some papers and opened up software of fine tuned tech, but nothing ground breaking.
And the product itself, whether you are a creator, advertiser, or audience, isn’t a technology.
It’s just a highly commercialized scrapbook.
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Google is asymptotically approaching the same. Though a fraction of their impact is new technology in published papers or into products.
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A small portion of Apple is always focusing on foundational work specific to new device forms and user interfaces.
Their full stack approach to computing devices isn’t as foundational but is unique (in vertical scale) and significant.
Their expansion of services and media, and treating apps like media, is just tech in subservience to regular business.
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AWS and cloud computing done at Amazon was foundational work.
But now that, and most everything else is just tech optimized for business ends.
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Microsoft is mostly optimizing tech, for others to use. They do basic research, but it’s not maturing into ground breaking products, seemingly any time soon.
Kudos to them although the impact of their quantum computing and other advanced projects is 99% PR. And 1% hope that Microsoft won’t fumble commercialization.
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Netflix, optimizing tech for regular media distribution.
Uber? Do I need to say anything?
TikTok, Twitter, YouTube, and so many others, are glorified pinup boards with pinup ads.
Old Silicon Valley wants its valley back. And it’s silicon.
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AI first companies seem to be the only ones carrying the foundational computing tech torch - that I am aware of.
NVidia is the foundational tech breakout on the big company, hardware side.
And OpenAI, etc. on the small company, algorithm side.
Tesla broke new ground, but progress has slowed, so going forward they are a definite maybe.
IBM: An older version of Microsoft, consisting of more consultants and less home grown tech.
Also doing quantum computing. Maybe 90% PR value, and 10% hope they can bring it to market.