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generalizations

5,300 karma · joined August 20, 2020

You have not been a good user. I have been a good Bing.
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generalizations··on We should be more ambitious with the software we build
Better late than never.

Some of us have been taking this approach for literally years now.

generalizations··on Ask HN: If the models are so good, why doesn't OpenAI just start 100 companies?
The actual answer is that they are in fact planning to do this. Dario has already talked about being the 'last company' or so. It's on their radar and they will be taking a shot at it.
generalizations··on "I'm on a war footing": Terry Tao and the crisis in math
I'm aware it was his response, back when he thought that an LLM couldn't possibly actually match his own intelligence. The 180 as soon as the AI did the whole proof without him is telling.

"the way OpenAI is doing it" - unfortunately while mathematicians have had an internal culture of not stepping on each other's toes, their ingroup is still susceptible to the same disruption as every other field as AI shows up to eat their lunch.

You can either get with the program and discover this is the greatest opportunity in the history of mankind to accelerate knowledge, or, you can cry over your lost prestige. Terry has chosen the latter.

generalizations··on "I'm on a war footing": Terry Tao and the crisis in math
Better approach: "holy sh*t, I can solve way harder math problems now". I bet openai would have loved to have Terry on their team leading the 'solve math' department.

It's telling that isn't his response.

generalizations··on Claude reveals ECDSA curve origins
They are so desperate for claude to be good at maths, like chatgpt. But claude is optimized for quick, pragmatic results and chatgpt is trained to be careful. There is a reason the best anthropic could do was an organized search - not real mathematics.
generalizations··on Run Qwen 3.8 Flash Next (125B) on consumer hardware (RTX 4090) at 100T/s
I haven't seen much in the way of benchmarks of those smaller quants. How does it compare to e.g. various generations of Opus?
generalizations··on Returning from vacation? The government can search your phone without a warrant
We already established precedent (Biden election results disputes) that we don't get to question how fair the elections are.
generalizations··on How I changed teaching after AI managed to do all my homework assignments
You're making ad hominem comments about me; your argument about the degrees is making some heavy assumptions that such things won't be massively changed by AI.

And you're taking the pencil comment weirdly literally, like it apparently went completely over your head. We're clearly talking past each other. I don't see any purpose to talking about this further.

generalizations··on How I changed teaching after AI managed to do all my homework assignments
It's interesting because it clarifies that the problem here isn't the kid's education; the 'problem' is that teachers and colleges are upset that they are no longer offering something valuable.

The kids are fine; the rent seekers aren't.

And to your larger point: the entire university/graduate/lab/scientific system was created to formalize what was originally citizen scientists trying to understand the world from their basements. Scientific journals are just a formalization of nerds writing letters to each other about what they figured out. Consider from first principles how much of what exists now actually still serves that original purpose.

You want it to be a jobs program? Sounds good. Take their computers away and make them use pencils and you can create even more jobs.

You want to do science? Figure out how to do science. You want the kids to learn? Figure out how to teach them.

Just don't protect a jobs program under the guise of something nobler.

generalizations··on How I changed teaching after AI managed to do all my homework assignments
Of course what's interesting is that when viewed from the perspective of 'I have a kid and I'm willing to orchestrate their education myself', AI means the kid can get an education unheard-of even ten years ago. Personal, genius-level tutor, expert in any subject in which the kid can muster a question.

The only people really having a crisis here are teachers who want to feel relevant.

generalizations··on We're gonna need a lot more mathematicians
That's only relevant insofar as it can be a long time before the commercial viability is realized or apparent.

If an AI can make 100 commercially unviable discoveries (for now) on its way to each immediately commercially viable discovery, that's great - bank them in the discovery library for later.

Still doesn't mean we need mathematicians doing everything with pencils instead.

generalizations··on Show HN: Agentic CUDA Kernel Optimizer
Very cool. Did you also try using the karpathy autoresearch? How do you think this compares?
generalizations··on 'We hacked the FBI:' Hackers say they have data on all FBI employees
So it begins.
generalizations··on Bend – a language that blocks AI mistakes via proof and runs on GPUs
Less so, here.
generalizations··on Bend – a language that blocks AI mistakes via proof and runs on GPUs
That crowd is moved to X these days, in my experience. HN became mostly the folks who didn't notice.
generalizations··on PS5 Linux lead quits: "a bunch of noobs using LLMs" that "they don't understand"
Projects like this probably need a dedicated noob-fork where 'anything goes', so the noobs feel like they're contributing but where their blast radius is contained.

And once in a blue moon something good comes out of it back to the real project.

generalizations··on Dystopian Surveillance Is Becoming a Reality
Problem is, that's a hardware problem. Try asking Apple nicely to open their ecosystem; the appropriate expected response is, bring your own phone.

That being said, I do actually expect that this stuff will (generally*) stay on-device. Apple's oddly good about that.

generalizations··on Dystopian Surveillance Is Becoming a Reality
"We"?
generalizations··on Ask HN: What are you working on? (September 2026)
Very cool. As a confirmed cheapskate, the first thing I did was check the cheap ones; but I noticed there was no information about the reliability of the providers - how long they were in business, how likely they'd ghost in two months, etc. Not sure if that information is even available or easy to obtain, but having made similar price comparison sites, thought the feedback on what I looked for first might be useful.
generalizations··on Apple Watch Series 12
It's the first iteration of what will eventually be an on-device Siri/openclaw that not only has full access to your messages/docs/emails/life, but also has live audio access to what's going on around you.

Remember, this is all running via local models on-device.

This is how Siri/openclaw can hear you make plans for lunch, then add it to the calendar before you open your phone.

generalizations··on Claude Fable 5.1 and Claude Mythos 5.1
> similar developments in other scientific domains

The classifier is too strict. It's rare to be able to complete a project without being permanently relegated to Opus. I'd expect that the domains where this accelerates progress will be fairly limited.

generalizations··on I gave Qwen 3.8 27B a reverse-engineering job and it finished in 30 minutes
How hard is it to get access to the Anthropic Cybersecurity program? That’s gotta be rough.
generalizations··on European "age verification" "app" forcing everyone to use Android or iOS
> a government supplied app, that’s guaranteed to protect my privacy

[citation needed]

generalizations··on Apple's new SpeechAnalyzer API, benchmarked against Whisper and its predecessor
I imagine because quality of transcription is what matters.
generalizations··on Wikipedia escapes Category 1 designation under the UK Online Safety Act for now
They just know they can't afford the power right now to do it. They would if they thought they could get away with it.
generalizations··on From PGP to Mythos: a brief history of export controls that didn't stop anyone
Presumably a deepswe benchmark, which IIRC puts GLM 5.2 between opus 4.8 and fable.
generalizations··on Claude Opus 4.8
Hoping that one day they'll let me go through the identity verification process so I can use it again.

Tried to upgrade my subscription, triggered identity verification, verification fails to even start, and now I can't even use the subscription tier I'd already paid for.

generalizations··on Overseas fakers using AI videos to push a narrative of UK decline, BBC finds
This is the BBC, of course they're going to support the official position.
generalizations··on Running Tesla Model 3's computer on my desk using parts from crashed cars
Just put it online somewhere
generalizations··on Notepad++ hijacked by state-sponsored actors
> a movement now remembered for an over-reaction to often imaginary enemies

I'm sure it felt very real at the time.

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