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>token-hungry model

It's kind of funny how this is the exact opposite of the truth. It's one of the most token-efficient models ever.

The claims aren't bullshit. Every conceivable benchmark and test you can throw at it shows Sol being good for token efficiency.


It's highly dependent on workload

If Astra is per benchmarks so much more token efficient than Sol, why did they limit its use in ChatGPT to ~16% as many messages compare to Sol? When Sol is 40% the price of Astra, why do they give Sol Pro (in ChatGPT) 6x as many tasks?

If it were strictly true that token efficiency makes Astra cost around the same per task as Sol then there'd be no need to limit it to 16% as much access.

It's because per-task token use is highly variable, not as universally true as you claim


If your benchmark shows Opus 5 winning, I really question the validity of it.

As someone from the UK, Techy, nerdy people can know, but normies don't.

Also, I'd add that gym bros definitely have heard of them, especially if they are familiar with steroids.

The GLP-1 drugs are probably the main cause of this. We have this amazing class of compounds that work really well, But are priced pretty high, at least considering lower UK wages.

So there is a big incentive to look at getting these much cheaper from China. You hear about this happening, and then you see the fact that these companies have big catalogues full of other peptides that are a crypto payment and a click away.


I strongly suspect that peptide use is more common amongst the botox/filler crowd than techies in the UK. Most aesthetics clinics have been pushing peptide-based skincare for years, so it was only a small step into injectables for them.

And, as you say, the gym performance / sports crowd.

The BBC and the Guardian have covered it fairly neutrally, but the likes of the Daily Mail and gossip mags have been both more frequent and more breathless.


Not just clinics, but mainstream skincare and cosmetics companies have been doing topical peptide products for the past 10 years. You can get a peptide serum from a drugstore for ~$30.


I think it's pretty clear that most of the discussion around AI is just generally bullshit.

I've seen some articles on some data centres that were very loud because of gas turbines, but realistically, what percentage is that? Surely, I would assume it must be a minority, and it just seems like the state failing to actually follow reasonable laws around noise levels.

The US getting better power infrastructure and more energy seems like a long-term good thing. They've underinvested in it for a long time.


Turbines are used a lot because there's not many places that would support that kind of power drain.

And they're often noisy transportable units because they can claim it's a temporary setup and skirt some of the permits.


Obviously everyone likes the think "this time it's different" but with LLM's and AI it certainly seems to be the case.

Having a machine that's even as smart as most human's + cheap robotics, does seem to lead to us having no jobs in near-ish future eventually. (5-15 years)

Though obviously AI progress could hit a brick wall tomorrow.


I think that's an incredibly dangerous slippery slope.

If you effectively control what is monetised, you effectively control what is said en masse. It's a distinction without a difference.


I have no problem with deplatforming American, Russian, Chinese and Israeli intelligence assets.

Sadly we are finding out that our way of life is under threat 24/7 by nefarious barbarians.


bring back the iron curtain. cut the undersea cables.


I think we’ve only got here because social platforms are large and also own advertising auction platforms.

I wonder how it would look like as a new antitrust vertical slice to enforce against.

Plus you can always self host content and set up your own monetizing partners.


I mean it's absolutely true that China is loving the American AI backlash and is fueling it.

How purposely they are doing this is unclear, but they have the motive and means.

Let your biggest rival shoot themselves in the foot over the most important technology potentially ever, is a great strategy.


Precisely, if we expect AI/LLM progress to continue as it currently is, then data centers seem like a sure fire bet. They will just print money if AI reached that level.


If you believe AI will become increasing important, which most people in tech seem to agree on.

Having data centers in your country seems incredibly important, especially to the EU. You'd really hope to see the exact opposite of this behaviour.


I mean bribes can be good.

Sure you can build a data center near me, if your going to fund a new swimming pool and library with the taxes you pay. Also I get reduced local taxes? Even better!

Infrastructure building would be a whole lot easier, if people could directly tie it to tangible benefits.


It would be great if it worked that way, with the people living nearby getting concrete benefits from the new data center. Instead, they typically just see an increase in their utility bills.


You can even heat the swimming pool with the waste heat.


If you think bribes are at all going to the constituents, you don't understand what a bribe is. This is a very different thing from them paying taxes back into the city.


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