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Because its a finetune of 3.5 optimized for the use case of computer use.

Its actually accurate and its not a 3.6.


So 3.5.1 ?

I think that was the last version number for KDE 3.

Stands out for me as I once replaced a 2.3 Turbo in a TurboCoupe with a 351 Windsor ))


For networks

I don't think that's correct. This looks like a new model. Significant jump in math and gpqa scores.

If the architecture is the same, and the training scripts/data is the same, but the training yielded slightly different weights (but still same model architecture), is it a new model or just a iteration on the same model?

What if it isn't even a re-training from scratch but a fine-tune of an existing model/weights release, is it a new version then? Would be more like a iteration, or even a fork I suppose.


Yes, it's a new model, but not a Claude 4.

It's the same, but a bit different; Claude 3.6 makes sense to me.


Could be just additional post-training (aka finetuning) for coding/etc.

Big models / huge models take weeks / month longer than the smaller ones.

Thats why they release them with that skew


It would be huge to actually get a real no bullshit answer from people like him.

Either he got some strategy which is smart but he can't communicate, or he tries playing a very long game, or he actually doesn't understand it and is just a normal person and normal people need experts telling them why it sounds good but is stupid or he has some VC experts telling him how to communicate to get money without a real endgoal but pivoting to something else later.


Ground based solar has very little flaws.

Its cheap (its just silicium plates), we will have organic based systems in the future. You will be able to print it in the future.

Efficency is huge. We have so much unused roof space, its ridicoulous. parking spots, house roofs, commercial building roofs.

Why would you think its smart to send computers, which need cooling, up to use the energy over there? Do you know how hard it is to radiate heat away in space?


Space-based will by necessity be centralised. Some businesspeople like that kind of thing.

> commercial building roofs.

And southern walls.



Thats just not realistic at all. Its so far away from realistic, i'm not sure why arstechnica is posting this VC ad.

You need the size of the area you want to shine it up which is HUGE.

Why do we entertain this? How do people get funding for doing this? Are people so ignorant?


10 years ago, having a reusable rocket booster was not realistic.

5 years ago, catching a rocket booster with a tower was not realistic.

The past 150 years has been wild, I'm not too sure I think anything is unrealistic anymore.


How about we plaster our existing area full of PV and than in 10 years we talk about space?

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