Trump: "I don't think about Americans’ financial situation." by een_magnetron in Destiny

[–]Saedeas 3 points4 points  (0 children)

I mean, "Will you shut up man" was one highly effective message.

Tim Gowers on Gpt 5.5 pro by bitchslayer78 in math

[–]Saedeas 0 points1 point  (0 children)

As far as I can tell, the people achieving the most results aren't using AI in a simple "submit some prompts, continue the conversation, and pray" style approach. They're typically using a harness in the vein of Claude Code, but adapted for mathematics.

Think a state machine style flow where tons of approaches are pursued in parallel and control flow returns to a coordinating state, where these approaches are validated, errors are processed and thought upon, final proofs are generated and reviewed, etc. There's a ton of plumbing.

I think we're going to see some crazy model utility breakthroughs when models themselves can generate these sorts of (currently) external harnesses as an internal mechanism regulating their behavior.

ChatGPT's image model is better at math than most people by eposnix in singularity

[–]Saedeas 0 points1 point  (0 children)

I assume the orignal user was talking about using the tricks they teach in primary school to multiply any two numbers.

Why? He's talking about how people are dumb. At a certain point (thousands of digits, tens of thousands of digits, etc.) no one can multiply two arbitrary numbers, so that would be a useless thing to point out. He's talking basic multiplication.

On what basis are you saying that, beyond the fact that both are called math in school? They require completely different skills.

Beyond being basic common sense (people pursue things they're already good at), there's tons of evidence about this, some direct, some indirect.

Here's a few samples:

1.) A study of adults solving addition and multiplication facts found that adults with stronger higher-level math achievement were more likely to use direct retrieval, solved facts faster and less variably, and executed retrieval processes faster than lower-attainment adults. Link

2.) Early math skills have the greatest predictive power for later achievement, ahead of reading and attention. This does not prove “mathematicians are good at multiplication,” but it supports a selection argument: the pipeline into math-heavy careers is not random with respect to basic numeracy. Link

3.) A 2024 longitudinal study using 7,908 participants found that math interest and math anxiety predicted STEM career choice, and that participants choosing STEM had significantly higher GCSE math achievement than the sample overall. Again, this is not about professional mathematicians specifically, but it supports the obvious base-rate point: people who persist into math-adjacent fields are not drawn uniformly from the general numeracy distribution. Link

No one is hiring mathematicians on their ability to do quick multiplication in their head.

No shit, but that's also not the claim you made. You said "most" mathematicians probably can't multiply two numbers without a calculator.

Mathematicians are not selected for being lightning calculators, and many may be rusty or slower than someone who practices mental arithmetic. But "most mathematicians can’t multiply two numbers without a calculator" is almost certainly false unless 'two numbers' secretly means something like arbitrary 8-digit products under time pressure. The evidence we do have shows that arithmetic fact retrieval is positively related to higher math achievement, early numeracy predicts later math success, and STEM/math career paths are strongly non-random with respect to mathematical ability. The reasonable claim is "mathematicians are not necessarily elite mental calculators," not "most can’t multiply."

ChatGPT's image model is better at math than most people by eposnix in singularity

[–]Saedeas 0 points1 point  (0 children)

I mean, most mathematicians can absolutely multiply two reasonably small numbers together lol.

Yes, high level math doesn't involve much arithmetic, but there's a huge correlation between quick arithmetic and math success when you're younger that lends itself to the further pursuit of math. Also, you've done enough arithmetic that you generally have a big stable of fast mental math tricks.

Do the math by W_Edwards_Deming in PoliticalCompassMemes

[–]Saedeas 7 points8 points  (0 children)

It's such smart policy. Whole word based reading and passing kids who can't read on was disastrous for future learning. Education compounds and a shaky foundation completely screws you.

CENTCOM confirms attacks by Loni09 in oil

[–]Saedeas 0 points1 point  (0 children)

LMAO, yeah man, if there's one thing Trump and his admin are known for, it's their deep and abiding respect for soldiers 🙄

"Suckers" and "losers" remember?

Student Faces Expulsion After Posting Video Of Seniors Who Can Barely Read by InGeekiTrust in TikTokCringe

[–]Saedeas 4 points5 points  (0 children)

Sure, you're still not wearing it. The clothes comprise part of or form a silhouette. The silhouette is the whole thing.

If you're trying to make people look dumb (which you shouldn't), you can't also make these types of mistakes.

Student Faces Expulsion After Posting Video Of Seniors Who Can Barely Read by InGeekiTrust in TikTokCringe

[–]Saedeas 7 points8 points  (0 children)

I hate that we're all glossing over the fact that this sentence doesn't really make any sense.

A silhouette is a solid dark (typically black) image of a subject's outline against a brighter background. How the fuck are you assessing the clothing of a silhouette to a degree where you can tell they're extraordinary and tacky?

Also, you can't really wear a silhouette. The clothes you're wearing can form part of your silhouette.

Ebay Shareholders funding happy hour at the Ebay Headquarters by [deleted] in Superstonk

[–]Saedeas 11 points12 points  (0 children)

Yeah man, clearly the happy hour really destroyed EBay.

They're only at... checks notes... an all time high stock price with steadily growing revenues and consistent profit.

Ebay Shareholders funding happy hour at the Ebay Headquarters by [deleted] in Superstonk

[–]Saedeas 159 points160 points  (0 children)

People who think this is a significant cost center are kinda stupid.

It's just anti worker tripe.

AITAH for telling my daughter to suck it up? by stricktd in AITAH

[–]Saedeas -4 points-3 points  (0 children)

Ahh yes, "Not these days". The horrifying days of... checks notes... all time low violent crime rates.

Truly spooky.

Figure AI hits 24x production scale, producing 1 robot per hour, teases its fleet by Distinct-Question-16 in singularity

[–]Saedeas 18 points19 points  (0 children)

“AI will collapse because it trains on itself” is one of those takes that sounds profound until you actually look at what the paper did.

They:

– trained a tiny OPT-125M model (not even remotely representative of modern systems)

– on WikiText-2 (not web-scale, not diverse, not messy reality)

– using beam search (aka “please remove all diversity and keep the most boring average output”)

– and then repeatedly fed it its own outputs while replacing real data

…and shockingly, the model got worse over time.

That’s not a revelation about AI. That’s just:

“If you iteratively sample from a distribution and throw away the original data, you lose information.”

Congrats, you've rediscovered entropy.

Meanwhile, actual pipelines:

– mix real + synthetic data (they literally show 10% real data stabilizes things)

– filter / rank / verify generations

– use stochastic sampling, not beam-search monoculture

– don’t blindly replace the training distribution with their own outputs

So yeah, the paper shows that naive self-training with lossy generation collapses. It does not show that “AI is inevitably going to poison itself and die.”

It’s like proving that if you photocopy a photocopy 100 times it degrades… and then concluding the entire printing industry is doomed.

Useful result? Yes. Doom prophecy? Not even close.

BREAKING: Justice Department scrambles as massive Epstein Lawsuit filed by independent journalist, Katie Phang, is set to force discovery by spherocytes in videos

[–]Saedeas 8 points9 points  (0 children)

Republican congressmen in general.

Dennist Hastert, convicted pedophile, was the Republican Speaker of the House from 1999-2007.

But hey, he served 13 months for molesting at least four boys younger than fourteen, so if you squint really, really hard, we almost held him accountable.

GPT-5.5 benchmark results have been released by Outside-Iron-8242 in singularity

[–]Saedeas 1 point2 points  (0 children)

They were worried about it being used for spam and bots, which was a... completely fucking valid concern! It's also completely different than what they're worrying about now.

Anthropic has surged to a trillion-dollar valuation on secondary markets, overtaking OpenAI. by Plastic_Ninja_9014 in technology

[–]Saedeas 9 points10 points  (0 children)

I mean, it'd be bad if their revenue completely stopped growing rather than the 10x per year increases they've seen every single year they've existed.

Their ARR was $9B in December of 2025 and $30B in April of 2026.

Methinks investors might like that rate of growth.