Can we stop this drawn-out narrative that Deepseek is at the level of Gemini or o3? It’s brilliant in its own way but for some reason a lot of journalists think it’s still at par with American frontier models.
It’s been 6 months? Geminis big upgrade was 2 months ago and o3 even more recent.
It’s just funny that US companies just barely got ahead the last couple months and already it’s a “drawn out narrative” that they aren’t ahead.
For all we know R2 drops tomorrow? If it’s ahead or even how are we supposed to think about the narrative?
IMO it’s not really that much of a stretch to say they’re fairly close together. I’d want to wait 6 more months where the US stayed significantly ahead before I’d be complaining about narratives. I know things move fast but that’s all the more reason to wait and see.
I hope that R2 releases tomorrow and you enjoy some presumed clairvoyance for a minute.
The field is really moving too quickly to talk too certainly about "dominance" or "ahead". My observation is projects I care about on GitHub come with a Chinese README and many interesting talkers at conferences have strong Chinese accents. But I know a good researcher personally and it isn't so apparent to me if these are Chinese Chinese people or Americans of recent Chinese descent.
So the chinese gov't will need to also invest in hardware production - and surely they are furiously doing so (and getting limited success, but success none the less).
The american chip sanctions is, in my view, an own-goal. In the short term, it might cause some pain, but in the medium to long term, it is the kick that the chinese market would need to adapt. Necessity is the mother of all inventions after all. It might take 10 years, but i have no doubts that china can reach a level equal to that of TSMC.
If the US administrations (both current and previous) had any brains, they should've seen this. They should've put subsidies into chips so that chinese production will not be competitive, and chinese firms will lose money if they go domestic. And the export of such hardware would balance the trade deficits.
You might find this paper from the Hoover Institution interesting, it w goes into some depth analyzing the implications of DeepSeek on US innovation: https://www.hoover.org/sites/default/files/research/docs/Zeg...
Similarly, withholding funding for research, meddling in how universities are supposed to conduct their affairs, the reduced appeal of studying in the US for foreign students, putting wrestling promoter Linda McMahon in charge of dept of Education… these are all going to impact America’s research and innovation abilities.
That said, Deepseek is a decent model and was the forcing function needed to give a reality check to a number of AI Startups (and has had the positive effect of making it easier for startups I've helped incubate make the case for their own domain specific foundation model strategy). It's impact shouldn't be understated.
However, on cost, R1 beats the Western models by miles.
It makes for interesting television.
For that reason, it probably won't stop anytime soon.
(But I use it for actual work, not for chatting with imaginary friends. Maybe you really do need a "frontier model" if you want to monetize imaginary friends. I woun't know or care.)
Western models have been proven to be heavily censored, under the guise of fighting antisemitism for example.