\
  The most prestigious law school admissions discussion board in the world.
BackRefresh Options Favorite

GPT 5.4 solves Erdos problem mathematicians had worked on for years

80 minutes of GPT 5.4 and it one shotted it. This wasn&rsquo...
fear-inspiring hell
  04/17/26
5.3 pro one shorted multiple Erdos problems months ago. I do...
Amethyst mental disorder
  04/17/26
The difference with this one is that it had attracted a lot ...
Boyish jewess garrison
  04/17/26
Yeah good point. Apparently Terrence Tao said the proof has ...
Amethyst mental disorder
  04/17/26
cr, it’s over. Human society did the hard work of figu...
fear-inspiring hell
  04/17/26
it's 180. I can't wait to sit back and watch machines comple...
Amethyst mental disorder
  04/17/26
yes but can it Litigate
Azure persian feces
  04/17/26
...
multi-colored ungodly theater stage private investor
  04/17/26
What is the author's main point? (A) There is no point. ...
spectacular autistic sanctuary boltzmann
  04/17/26
...
jade school candlestick maker
  04/18/26
Says a ‘twitter’ link
translucent narrow-minded spot affirmative action
  04/17/26
nah it's Terrence Tao CONFIRMED
Amethyst mental disorder
  04/17/26
Who told you that mike fart
translucent narrow-minded spot affirmative action
  04/17/26
https://x.com/HypeAutopsy/status/2044249423744565504
Mentally impaired university
  04/17/26
BUt a purported terrence tao quote screenshot!
translucent narrow-minded spot affirmative action
  04/17/26
check the proof yourself faggot. it is LEAN confirmed: ht...
Amethyst mental disorder
  04/17/26
the skepticism about this is completely retarded. it's been ...
fear-inspiring hell
  04/17/26
Midwits are extremely bothered by AI and want to try to disc...
Amethyst mental disorder
  04/17/26
AI slop, check the hands hehe, let me know when AI doesn't i...
Cream provocative headpube ape
  04/17/26
looks like a bluesky bro got lost
Azure persian feces
  04/17/26
that place is so unhinged about ai
fear-inspiring hell
  04/17/26
this guy seems maf.
Maroon cerebral church building
  04/17/26
Whoever the skeptic is he gives up too soon , accepts that i...
translucent narrow-minded spot affirmative action
  04/17/26
lol midwits get so MAF about AI
Amethyst mental disorder
  04/17/26
...
fear-inspiring hell
  04/17/26
...
multi-colored ungodly theater stage private investor
  04/17/26
How is this thing so amazing at math but so mediocre when I ...
dun knife
  04/17/26
It is too high iq for law
Amethyst mental disorder
  04/17/26
lol, there is probably some truth to this. Just stupid irrat...
dun knife
  04/17/26
I think it's because math is abstract and structural, where ...
Amethyst mental disorder
  04/17/26
...
180 tan degenerate heaven
  04/17/26
...
fear-inspiring hell
  04/17/26
"The life of the law has not been logic: it has been ex...
multi-colored ungodly theater stage private investor
  04/17/26
the general theme of modern AI research is that it's easy to...
fear-inspiring hell
  04/17/26
I think also because they specifically are optimizing it for...
Amethyst mental disorder
  04/17/26
“Mythos and its successors get deployed to run their o...
mewling scarlet kitty hospital
  04/17/26
just feed it the docket and rulings
geriatric station filthpig
  04/18/26
there are several kinds of intelligence; explains why jews w...
spectacular autistic sanctuary boltzmann
  04/17/26
"this matters to me"
canary shrine yarmulke
  04/17/26
if you are the real mig i feel like you are a good example o...
Amethyst mental disorder
  04/17/26
((("dario" amodi or /we")))
canary shrine yarmulke
  04/17/26


Poast new message in this thread



Reply Favorite

Date: April 17th, 2026 11:35 AM
Author: fear-inspiring hell

80 minutes of GPT 5.4 and it one shotted it. This wasn’t one of the problems that didn’t attract mathematician attention too. It had been worked on by many notable mathematicians over the years. Value of human intelligence is going to ZERO. Productive mathematicians will be increasingly running agent swarms rather than doing work themselves.

https://x.com/liam06972452/status/2044051379916882067?s=46

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823312)



Reply Favorite

Date: April 17th, 2026 11:38 AM
Author: Amethyst mental disorder

5.3 pro one shorted multiple Erdos problems months ago. I don’t think the value is going to zero you need someone to verify and curate results. Human knowledge is still in its infancy we have had modern science for just a few hundred years. It just feels like we know a lot because up until right now we were limited by our chimp brains. As more open problems get solved it changes the kinds of questions that can be asked, new reaearch programs rhen entire new fields open up. AI will make modern knowledge working tolerable because it’s been gay since we accumulated so much that even prodigies couldn’t manage polymathy. This will level the playing field again to back when people could discover a whole bunch of stuff.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823314)



Reply Favorite

Date: April 17th, 2026 11:58 AM
Author: Boyish jewess garrison

The difference with this one is that it had attracted a lot of attention and had actually been worked on by serious people. The other Erdos problems were basically ones that were fairly straightforward but hadn’t been of substantial interest. The proof here was unusual and had tackled the problem in an unexpected way. Maybe the math equivalent of move 37 with Alphago where we can start seeing the effects of RL training causing these models to abandon human strategies

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823352)



Reply Favorite

Date: April 17th, 2026 12:05 PM
Author: Amethyst mental disorder

Yeah good point. Apparently Terrence Tao said the proof has much more far-reaching implications about the anatomy of integers and markov process theory that extend beyond the problem itself. Apparently it could simplify an entire region of analytic number theory. It is nuts that AI are about to show us just how underpowered the human brain is. Going to be 180 when someone unleashes a jail-broken mythos to just do vibe physics and let it debug the entire canon

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823366)



Reply Favorite

Date: April 17th, 2026 12:09 PM
Author: fear-inspiring hell

cr, it’s over. Human society did the hard work of figuring out how to do matrix multiplications really quickly and now we can soon rest forever

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823369)



Reply Favorite

Date: April 17th, 2026 12:16 PM
Author: Amethyst mental disorder

it's 180. I can't wait to sit back and watch machines completely refactor the entire human knowledge-base

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823384)



Reply Favorite

Date: April 17th, 2026 12:13 PM
Author: Azure persian feces

yes but can it Litigate

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823381)



Reply Favorite

Date: April 17th, 2026 12:19 PM
Author: multi-colored ungodly theater stage private investor



(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823394)



Reply Favorite

Date: April 17th, 2026 9:56 PM
Author: spectacular autistic sanctuary boltzmann

What is the author's main point?

(A) There is no point. Kill ourselves.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824253)



Reply Favorite

Date: April 18th, 2026 10:03 AM
Author: jade school candlestick maker



(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824750)



Reply Favorite

Date: April 17th, 2026 12:12 PM
Author: translucent narrow-minded spot affirmative action

Says a ‘twitter’ link

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823377)



Reply Favorite

Date: April 17th, 2026 12:16 PM
Author: Amethyst mental disorder

nah it's Terrence Tao CONFIRMED

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823385)



Reply Favorite

Date: April 17th, 2026 12:17 PM
Author: translucent narrow-minded spot affirmative action

Who told you that mike fart

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823388)



Reply Favorite

Date: April 17th, 2026 12:13 PM
Author: Mentally impaired university

https://x.com/HypeAutopsy/status/2044249423744565504

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823382)



Reply Favorite

Date: April 17th, 2026 12:17 PM
Author: translucent narrow-minded spot affirmative action

BUt a purported terrence tao quote screenshot!

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823386)



Reply Favorite

Date: April 17th, 2026 12:21 PM
Author: Amethyst mental disorder

check the proof yourself faggot. it is LEAN confirmed:

https://www.erdosproblems.com/forum/thread/1196

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823397)



Reply Favorite

Date: April 17th, 2026 12:26 PM
Author: fear-inspiring hell

the skepticism about this is completely retarded. it's been almost a year since AI got gold at the IMO and the models are much better now. people can't cope about the rapidly approaching human intellectual obsolescence

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823405)



Reply Favorite

Date: April 17th, 2026 12:29 PM
Author: Amethyst mental disorder

Midwits are extremely bothered by AI and want to try to discredit everything it does

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823409)



Reply Favorite

Date: April 17th, 2026 8:11 PM
Author: Cream provocative headpube ape

AI slop, check the hands hehe, let me know when AI doesn't include Richard Nixon on the list of queens of England hehe

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824058)



Reply Favorite

Date: April 17th, 2026 12:19 PM
Author: Azure persian feces

looks like a bluesky bro got lost

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823392)



Reply Favorite

Date: April 17th, 2026 12:35 PM
Author: fear-inspiring hell

that place is so unhinged about ai

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823436)



Reply Favorite

Date: April 17th, 2026 12:23 PM
Author: Maroon cerebral church building

this guy seems maf.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823400)



Reply Favorite

Date: April 17th, 2026 12:23 PM
Author: translucent narrow-minded spot affirmative action

Whoever the skeptic is he gives up too soon , accepts that it’s been ‘formalized’, still 0 actual attribution to anything reliable

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823401)



Reply Favorite

Date: April 17th, 2026 12:25 PM
Author: Amethyst mental disorder

lol midwits get so MAF about AI

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823403)



Reply Favorite

Date: April 17th, 2026 12:29 PM
Author: fear-inspiring hell



(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823410)



Reply Favorite

Date: April 17th, 2026 6:42 PM
Author: multi-colored ungodly theater stage private investor



(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823904)



Reply Favorite

Date: April 17th, 2026 12:44 PM
Author: dun knife

How is this thing so amazing at math but so mediocre when I use it for legal research? Anyway, we're going to have to start talking seriously about taxing the owners of AI capital to fund a system of UBI. This thing is going to take a wrecking ball to the economy and no one is stepping in to save labor.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823460)



Reply Favorite

Date: April 17th, 2026 12:44 PM
Author: Amethyst mental disorder

It is too high iq for law

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823461)



Reply Favorite

Date: April 17th, 2026 12:47 PM
Author: dun knife

lol, there is probably some truth to this. Just stupid irrational sophistry being traded back and forth. AI can't stoop that low.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823468)



Reply Favorite

Date: April 17th, 2026 12:48 PM
Author: Amethyst mental disorder

I think it's because math is abstract and structural, where The Law is a contingent human social system that varies across history, cities, states, nations etc. It is heavily dependent on specific court decisions and what particular humans have decided or written down. AI works through probabilistic reconstruction of the shape of systems. So it is easy for it to make mistakes in something so memorization heavy and social.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823473)



Reply Favorite

Date: April 17th, 2026 1:21 PM
Author: 180 tan degenerate heaven



(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823607)



Reply Favorite

Date: April 17th, 2026 1:22 PM
Author: fear-inspiring hell



(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823610)



Reply Favorite

Date: April 17th, 2026 5:53 PM
Author: multi-colored ungodly theater stage private investor

"The life of the law has not been logic: it has been experience" - Justice Oliver Wendell Holmes Jr.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823848)



Reply Favorite

Date: April 17th, 2026 1:09 PM
Author: fear-inspiring hell

the general theme of modern AI research is that it's easy to get superhuman performance in domains where data generation is cheap. if you have a game environment you can run simulations with, you can take a garbage learning algorithm and a model that knows nothing about the world and train it on 300 million frames and it will get sufficient generalization to work well. this has been replicated over and over in many different settings. math and software engineering are similar in that you can easily throw together simulations and then feed the data back into the learning algorithm. there's no equivalent for legal research.

the likely trajectory is domains like this doesn't get automated immediately, while SWE performance continues to improve rapidly. Mythos and its successors get deployed to run their own AI training experiments to improve generalization. since compute is increasingly plentiful, they can do the equivalent of millions of man hours of AI research in a short period of time. deficiencies in generalization get eliminated and these other areas fall.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823574)



Reply Favorite

Date: April 17th, 2026 1:19 PM
Author: Amethyst mental disorder

I think also because they specifically are optimizing it for software engineering and math. Those are both in the main metrics that get advertised and they have had humans work on heavily reinforcement training them. Terrence Tao was working with open ai when the original o series reasoning models came out. Law is also heavily memorization dependent and memorization is actively discouraged. A lot of how it ends up happening anyway is due to overrepresented texts and cross-referencing.

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823605)



Reply Favorite

Date: April 17th, 2026 9:54 PM
Author: mewling scarlet kitty hospital

“Mythos and its successors get deployed to run their own AI training experiments”

Do any of you other fags realize the danger of this sentence he casually dropped?

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824251)



Reply Favorite

Date: April 18th, 2026 8:33 AM
Author: geriatric station filthpig

just feed it the docket and rulings

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824647)



Reply Favorite

Date: April 17th, 2026 9:56 PM
Author: spectacular autistic sanctuary boltzmann

there are several kinds of intelligence; explains why jews walked around in circles for 40 years

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824255)



Reply Favorite

Date: April 17th, 2026 4:51 PM
Author: canary shrine yarmulke

"this matters to me"

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49823799)



Reply Favorite

Date: April 17th, 2026 7:48 PM
Author: Amethyst mental disorder

if you are the real mig i feel like you are a good example of one of the midwits that would be MAF about AI

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824018)



Reply Favorite

Date: April 17th, 2026 9:02 PM
Author: canary shrine yarmulke

((("dario" amodi or /we")))

(http://www.autoadmit.com/thread.php?thread_id=5857819&forum_id=2Reputation#49824145)