This article doesn't mention TPUs anywhere. I don't think it's obvious for people outside of google's ecosystem just how extraordinarily good the JAX + TPU ecosystem is. Google several structural advantages over other major players, but the largest one is that they roll their own compute solution which is actually very mature and competitive. TPUs are extremely good at both training and inference[1] especially at sca…
Assuming that DeepSeek continues to open-source, then we can assume that in the future there won't be any "secret sauce" in model architecture. Only data and training/serving infrastructure, and Google is in a good position with regard to both.
Google is winning on every AI front
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Re: Google is winning on every AI front
#132Google is winning on every front except... marketing (Google has a chatbot?), trust (who knew the founding fathers were so diverse?), safety (where's the 2.5 Pro model card?), market share (fully one in ten internet users on the planet are weekly ChatGPT users), and, well, vibes (who's rooting for big G, exactly?). But I will admit, Gemini Pro 2.5 is a legit good model. So, hats off for that.
Google is also terribly paranoid of the LLM saying anything controversial. If you want a summary of some hot topic article you might not have the time to read, Gemini will straight up refuse to answer. ChatGPT and Grok don't mind at all.
Re: Google is winning on every AI front
#133Re: Google is winning on every AI front
#134Earlier quoted context omitted.
I also don't see why scientists should be more trustworthy than business people.
I also don't see why doctors should be more trustworthy than used car sales people.
Re: Google is winning on every AI front
#135As an Ex-OpenAI employee I agree with this. Most of the top ML talent at OpenAI already have left to either do their own thing or join other startups. A few are still there but I doubt if they'll be around in a year. The main successful product from OpenAI is the ChatGPT app, but there's a limit on how much you can charge people for subscription fees. I think soon people expect this service to be provided for free an…
> (And don't let me get started with Sam Altman.) Please do.
To me, he is a finance bro grifter who lucked into his current position. Without Ilya he would still be peddling WorldCoin.
Re: Google is winning on every AI front
#136As an Ex-OpenAI employee I agree with this. Most of the top ML talent at OpenAI already have left to either do their own thing or join other startups. A few are still there but I doubt if they'll be around in a year. The main successful product from OpenAI is the ChatGPT app, but there's a limit on how much you can charge people for subscription fees. I think soon people expect this service to be provided for free an…
> Google can't as easily burn money I was actually surprised at Google's willingness to offer Gemini 2.5 Pro via AI Studio for free; having this was a significant contributor to my decision to cancel my OpenAI subscription.
Microsoft gained control in the '90s by bundling Internet Explorer with Windows for free, undercutting Netscape’s browser. This leveraged Windows’ dominance to make Explorer the default choice, sidelining competitors and capturing the browser market. By 1998, Netscape’s share plummeted, and Microsoft controlled access to the web.
Free isn’t generous—it’s strategic. Google’s hooking you into their ecosystem, betting you’ll build on their tools and stay. It feels like a deal, but it’s a moat. They’re not selling the model; they’re buying your loyalty.
Re: Google is winning on every AI front
#137As an Ex-OpenAI employee I agree with this. Most of the top ML talent at OpenAI already have left to either do their own thing or join other startups. A few are still there but I doubt if they'll be around in a year. The main successful product from OpenAI is the ChatGPT app, but there's a limit on how much you can charge people for subscription fees. I think soon people expect this service to be provided for free an…
So... I don't think this is certain. A surprising number of people pay for the ChatGPT app and/or competitors. It's be a >$10bn business already. Could maybe be a >$100bn business long term.
Meanwhile... making money from online ads isn't trivial. When the advertising model works well (eg search/adwords), it is a money faucet. But... it can be very hard to get that money faucet going. No guarantees that Google discover a meaningful business model here... and the innovators' dilema is strong.
Also, Google don't have a great history of getting new businesses up and running regardless of tech chops and timing. Google were pioneers to cloud computing... but amazon and MSFT built better businesses.
At this point, everyone is assuming AI will resolve to a "winner-take-most" game that is all about network effect, scale, barriers to entry and such. Maybe it isn't. Or... maybe LLMs themselves are commodities like ISPs.
The actual business models, at this point, aren't even known.
Re: Google is winning on every AI front
#138Re: Google is winning on every AI front
#139May be it's my luck but I found a glaring issue with Gemini 2.5 Pro in AI Studio. I asked it whether a language feature in Zig was available. It answered yes and proceeded to generate a whole working sample code. I compiled it and got an error. Reported the error and it said the error showed I typed it wrong and asked me to make sure it's typed correctly. Eh?! It's a copy-and-paste. I confirmed again it's wrong. It t…
Re: Google is winning on every AI front
#140I was a loyal Claude user until I decided to try Gemini 2.5. "After all", I thought, "I already use a Pixel phone, so it's integrated with Android. And with Google Drive. And I can get it through my Google One subscription." And now that I'm on it, I don't think I'm going back. Google did it again.
Out of interest: Using Gemini on your phone, integrated and all, obviously reduces friction, but would you say convenience is the only reason for you not going back or do you feel Gemini is a real improvement as well?