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Cory Doctorow Site
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19 September
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korrents.com
AI scaling laws require exponentially more compute and resources to produce only linear gains in model intelligence.Their words
all of our scaling laws show that you need exponential compute and resources to make linear improvements in intelligence.
18 September
16 September
12 September
5 September
4 September
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Their words
One thing that's under appreciated on the website of the demos is the Stanford demo where Ben showed uh anywhere between 3 to 25 images you can reconstruct that entire Stanford quad. But the thing is we had to show it from aerial view. But every single input image is been standing on the ground taking a picture from the ground. So, everything you see are generated but according to the laws of reconstruction.
30 August
28 August
26 August
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Their words
So we should also have the humility. As amazing as the LLMs are now, it could be that they eventually plateau. We haven't seen any evidence of it yet, and I think this is also why we're seeing this absolute gobsmacking levels of investment, because so far the scaling laws are true, and the more billions are poured in, the more intelligence comes out.
14 August
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Their words
American sports laws amount to a kind of out-in-the-open conspiracy to help a lucky few billionaires get much, much richer
11 August
9 August
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Their words
To be a true pirate implies a broader disavowal. The pirate renounces the long-distance authorities of nations and empires.
3 August
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Their words
So, the lesson here is to bet on a system that's maximally learned and minimally constrained and leverage structure intentionally to boost performance and scaling laws both in training and in evaluation.
31 July
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Their words
our Tendency is a hard-wired part of our nature. It's not a product of upbringing, generation, birth order, nationality-it's part of our inborn nature.
27 July
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Their words
Like this is actually like a new form of test time compute. Like when we talk about the scaling laws and kind of we talk about the model getting more intelligent over time, historically, it's been a function of the size of the neural net, the amount of training data, and the number of flops that you put in to the training. And then recently, we also added test time compute. So this is essentially a fancy way a researcher way of saying how many tokens does it generate. And now dynamic workflows are essentially a new way to orchestrate test time compute.
26 July
21 July
18 July
16 July
12 July
From one piece The Network State 2 beliefs, in the piece's order there
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Their words
Law is a function of latitude and longitude, so if you can easily change your latitude and longitude, you can change the law under which you live.
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Their words
new laws are like code that is pushed live to production without even being read (let alone tested), often in the face of tremendous opposition, affecting millions of citizens, with minimal monitoring to ensure they’re producing the desired results, an extremely slow customer feedback cycle, and few ways to truly opt out.
9 July
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Their words
I think of it like this: any person has an innate curiosity about life, and an energy toward it, that may manifest itself in all kinds of ways throughout the course of their life.
24 June
9 June
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Their words
the investor community writ large has slowly become aware of and believes it strongly in increasing returns and power laws. And so over time, if they all believe that, they're going to be more willing to invest on the come and take risk.
7 June
29 May
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Lovedrcmnd.app
The Evidence for Modern PhysicsTheir words
One of my favorite lecture series he has given is The Evidence for Modern Physics where he breaks down the experiments that validate some of the weird laws of physics we have, and what it would take to validate even the weirder ones.
28 May
24 May
5 April
23 March
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Their words
And so the next scaling law is the agentic scaling law. It's kind of like multiplying AI. Multiplying AI, we could spin off agents as fast as you want to spin off agents. And so, you know, I… You know, I have four scaling laws.
13 March
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Their words
well the model the compute efficiency gains you get from research are so large you actually want most of your compute to go to research not to development because you know all these researchers are generating new ideas trying them out testing them and continuing to march along this and push the prao optimal curve of scaling laws further and further and further
3 February
1 February
1 January
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Their words
So, I call these the four laws of behavior change. Make it obvious, make it attractive, make it easy, make it satisfying. And you don't need all four every single moment of the day or every habit that you build. But the more that you have those four forces working for you, the more likely you are to stick with it.
24 December 2025
16 October 2025
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Their words
It's just this loop of okay, I'm having an experience of any sense. Maybe I'm looking at art, maybe I'm hearing music, maybe I'm literally eating food and tasting something, you know, but like do I like it? Do I not like it? Why?
31 July 2025
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Their words
I don't say that he did this because of some ideological reason. Just like he didn't outlaw the kidnapping of women for ideological reasons. He didn't come to it through studying ideas of moral right. He came to it through practical experience of life.
29 July 2025
11 July 2025
14 June 2025
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Their words
The dream is you just feed it all this data, and this is here is a new patent that we didn't see before, but it actually, even the current state of the art even struggles to discover old laws of physics from the data.
5 June 2025
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Their words
So I do think scaling laws are working, but it's tough to get, at any given time, the models we all use the most, this maybe a few months behind the maximum capability we can deliver because that won't be the fastest, easiest to use, et cetera.
30 April 2025
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Their words
You can't calculate every photon in the scene. You need really detailed approximations, and that's the field of computer graphics. It's about increasingly effective approximations of the laws of physics, which are just totally intractable.
3 February 2025
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Their words
And the important thing to say is that no matter how you want the model to behave, these RLHF and preference-tuning techniques also improve performance. So, on things like math evals and code evals, there is something innate to these, what is called contrastive loss functions.
26 September 2024
26 August 2024
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Their words
I know from the report that Stanford put out earlier this year that Telegram does not report CSAM to NCMEC at all. That is very stupid. I would imagine Telegram would argue that as a non-US company it doesn’t have to abide by such laws.
20 August 2024
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Their words
Hoarding goes with price controls, anticipated empty shelves.
13 June 2024
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Their words
Physics hardly even acknowledges that the universe is random at its base. We like to think we live in a deterministic universe and everything’s deterministic. But I think that’s probably an artifact of the way that we’ve written down laws of physics since Newton invented modern physics and his conception of motion and gravity, which he formulated laws that had initial conditions and fixed dynamical laws.
25 May 2024
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Their words
Almost everyone in the class said that the days were moving by slower. Then I would say, “Okay, so do you feel like the weeks are passing by slower, faster, or the same?” The majority of them said that the weeks were passing by faster. According to the laws of physics, I don’t think that makes any sense, but according to memory, it did because what happened was people were doing the same thing over and over in the same context.
6 March 2024
2 March 2024
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