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Anyone still in denial that GPT 5.2 is smarter than any of us?

Now that 5.2 pro solved multiple erdos problems with minimal...
Glittery harsh hairy legs dog poop
  01/18/26
what is erdos problem
contagious ebony office
  01/18/26
Engineering
confused senate
  01/18/26
erdos was a Jewish math prodigy who defined hundreds of open...
Glittery harsh hairy legs dog poop
  01/18/26
It clearly is but it can’t do shit. Like ok start a br...
confused senate
  01/18/26
allowing high losers and mid nerds to Scale is YUGE though. ...
Glittery harsh hairy legs dog poop
  01/18/26
Please help me scale. I make 0k
confused senate
  01/18/26
I don't actually know what Scale means
Glittery harsh hairy legs dog poop
  01/18/26
It's like Leverage. just a word to use
confused senate
  01/18/26
...
Wonderful azure idiot
  01/18/26
I'm scaling, daddy!
violent dragon
  01/18/26
...
Curious brilliant useless brakes
  01/19/26
You people are so fucking retarded.
vigorous ratface
  01/18/26
I'm Jewish autistic and gay
Glittery harsh hairy legs dog poop
  01/18/26
...
cerebral self-centered juggernaut
  01/18/26
yeah they are done here
Glittery harsh hairy legs dog poop
  01/18/26
I use it for codecucking, although I write much less code no...
Diverse carmine dysfunction
  01/18/26
Needs oversight by a human -- yes. But an intelligent human ...
Glittery harsh hairy legs dog poop
  01/18/26
Yes, I'm aware that this is possible. I just don't write muc...
Diverse carmine dysfunction
  01/18/26
Sup Sam Altman ?
Adventurous doobsian mediation water buffalo
  01/18/26
To me smarter just means superhuman in intelligence. I don't...
Glittery harsh hairy legs dog poop
  01/18/26
it gets accounting questions wrong all the time
jet at-the-ready tanning salon
  01/18/26
yeah. accounting and law are human made culturally and histo...
Glittery harsh hairy legs dog poop
  01/18/26
isnt accoutning just in-out=accumulaton with T accounts wher...
contagious ebony office
  01/19/26
Was assuming he was talking about the audit and regulatory ...
Glittery harsh hairy legs dog poop
  01/19/26
is this all because of Sarbane oxley? what does a auditor do...
contagious ebony office
  01/19/26
Sox did not. The regulations are principals based, not rules...
jet at-the-ready tanning salon
  01/19/26
I’d say it’s a mix between principle and rules b...
robot daddy
  01/19/26
There is still some art to it as the rules in the US are pri...
jet at-the-ready tanning salon
  01/19/26
Yeah it will get there. Chat GPT is pretty weak in general w...
robot daddy
  01/19/26
It’s still shit at chess, doesn’t seem capable o...
Talented Legend Athletic Conference
  01/18/26
My job is solving erdos problems so I'm starting to get a li...
topaz beady-eyed friendly grandma
  01/19/26
180
robot daddy
  01/19/26


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Date: January 18th, 2026 8:38 AM
Author: Glittery harsh hairy legs dog poop

Now that 5.2 pro solved multiple erdos problems with minimal prompting?

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598279)



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Date: January 18th, 2026 8:43 AM
Author: contagious ebony office

what is erdos problem



(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598285)



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Date: January 18th, 2026 8:47 AM
Author: confused senate

Engineering

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598290)



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Date: January 18th, 2026 9:08 AM
Author: Glittery harsh hairy legs dog poop

erdos was a Jewish math prodigy who defined hundreds of open problems in pure math

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598312)



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Date: January 18th, 2026 8:47 AM
Author: confused senate

It clearly is but it can’t do shit. Like ok start a brand new company with no white collar employees and make a better cheaper Car or Console. Or tell me exactly when to buy a stonk. Best thing it can do rn is allow High Losers to Scale. Claude CoWork, named after CoWgod, is a breakthrough imo.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598288)



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Date: January 18th, 2026 9:06 AM
Author: Glittery harsh hairy legs dog poop

allowing high losers and mid nerds to Scale is YUGE though. basically a paradigm shift

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598310)



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Date: January 18th, 2026 9:26 AM
Author: confused senate

Please help me scale. I make 0k

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598332)



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Date: January 18th, 2026 9:48 AM
Author: Glittery harsh hairy legs dog poop

I don't actually know what Scale means

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598371)



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Date: January 18th, 2026 9:53 AM
Author: confused senate

It's like Leverage. just a word to use

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598384)



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Date: January 18th, 2026 2:57 PM
Author: Wonderful azure idiot



(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598948)



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Date: January 18th, 2026 3:28 PM
Author: violent dragon

I'm scaling, daddy!

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49599006)



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Date: January 19th, 2026 10:51 AM
Author: Curious brilliant useless brakes



(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600792)



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Date: January 18th, 2026 9:11 AM
Author: vigorous ratface

You people are so fucking retarded.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598314)



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Date: January 18th, 2026 9:12 AM
Author: Glittery harsh hairy legs dog poop

I'm Jewish autistic and gay

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598315)



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Date: January 18th, 2026 9:48 AM
Author: cerebral self-centered juggernaut



(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598374)



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Date: January 18th, 2026 9:49 AM
Author: Glittery harsh hairy legs dog poop

yeah they are done here

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598375)



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Date: January 18th, 2026 10:02 AM
Author: Diverse carmine dysfunction

I use it for codecucking, although I write much less code now as a manager. It saves me time but needs my oversight because its first few suggestions are sometimes wrong, hard to understand, not following specific conventions, or some other reason. Eventually it does get things right, but for the code I work on it needs human oversight by an experienced engineer; otherwise, it'll turn the codebase into a mess.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598398)



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Date: January 18th, 2026 11:53 AM
Author: Glittery harsh hairy legs dog poop

Needs oversight by a human -- yes. But an intelligent human with gpt 5.2 is immeasurably better than one without. With this latest version -- 5.2 -- I honestly don't think its "wrong" that often. If you feed 100K tokens in code it lazy reads like half of it so you just need to continually give it more and more context either from the codebase or outputs and it converges on the answer. Or if you already directionally know where the problem is coming from even easier. Whats powerful to me about it isn't getting a single correct answer right away, but the fact that you can skip huge amounts of detail and time. It becomes all about high level orchestration.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598589)



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Date: January 18th, 2026 1:25 PM
Author: Diverse carmine dysfunction

Yes, I'm aware that this is possible. I just don't write much code these days and therefore haven't explored AI fully because I spend most of my time doing pointless manager work.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598781)



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Date: January 18th, 2026 11:54 AM
Author: Adventurous doobsian mediation water buffalo

Sup Sam Altman ?

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598591)



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Date: January 18th, 2026 12:03 PM
Author: Glittery harsh hairy legs dog poop

To me smarter just means superhuman in intelligence. I don't think it needs to be replace full human jobs as autonomous intentional agents. The fact that it can easily max out the lsat as a warmup exercise and solve open problems in mathematics that stumped humanity for decades makes it smarter. It is functionally smarter at intelligence and reasoning based tasks.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598611)



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Date: January 18th, 2026 1:28 PM
Author: jet at-the-ready tanning salon

it gets accounting questions wrong all the time

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598790)



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Date: January 18th, 2026 4:04 PM
Author: Glittery harsh hairy legs dog poop

yeah. accounting and law are human made culturally and historically and socially contingent systems with a huge space of alternate plausible possibilities of how it could have been done. AI is better at predicting underlying structure, not just regurgitating systems already in place.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49599107)



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Date: January 19th, 2026 8:54 AM
Author: contagious ebony office

isnt accoutning just in-out=accumulaton with T accounts where u memorize asset side is debit for inc and equity + liability is credit for inc

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600570)



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Date: January 19th, 2026 9:30 AM
Author: Glittery harsh hairy legs dog poop

Was assuming he was talking about the audit and regulatory side of it. The bookkeeping part has been automated since the invention of basic computation.

You really think something that is solving Erdos problems cant do that? Reason it’s not good at big 4 accounting like audit and tax is it needs to reproduce bullshit arbitrary human regulations perfectly or it’s a liability

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600616)



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Date: January 19th, 2026 10:14 AM
Author: contagious ebony office

is this all because of Sarbane oxley? what does a auditor do on the regulations?

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600705)



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Date: January 19th, 2026 10:28 AM
Author: jet at-the-ready tanning salon

Sox did not. The regulations are principals based, not rules based.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600735)



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Date: January 19th, 2026 11:37 AM
Author: robot daddy

I’d say it’s a mix between principle and rules based but principle based can still be arbitrary and contingent because the space of possible “underlying principles”you can use is enormous and even abstract principles can never be truly universally applied. Humans learn it based on social and professional conventions.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600927)



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Date: January 19th, 2026 10:28 AM
Author: jet at-the-ready tanning salon

There is still some art to it as the rules in the US are principal based and not rules based like IRFS. Chatgpt is still weak at fuck at making judgements in accounting.

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600733)



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Date: January 19th, 2026 11:40 AM
Author: robot daddy

Yeah it will get there. Chat GPT is pretty weak in general when it comes to making strong judgements about things that have real world consequences and most of that is because they sanded down that stuff due to liability. They don’t want it doing things that look like proto intentionality or people making decisions that have real world consequences. For fields like law and accounting they might end up needing a different kind of product than whats given to the general public

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600945)



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Date: January 18th, 2026 1:36 PM
Author: Talented Legend Athletic Conference

It’s still shit at chess, doesn’t seem capable of remembering the board

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49598809)



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Date: January 19th, 2026 9:41 AM
Author: topaz beady-eyed friendly grandma

My job is solving erdos problems so I'm starting to get a lil worried

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600634)



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Date: January 19th, 2026 11:41 AM
Author: robot daddy

180

(http://www.autoadmit.com/thread.php?thread_id=5823517&forum_id=2\u0026mark_id=5310752#49600948)