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

AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
Saffron halford son of senegal
  06/06/25
college graduate to PhD - that seems like a big jump.
Startling mildly autistic tanning salon
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
Saffron halford son of senegal
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
Startling mildly autistic tanning salon
  06/06/25
...
narrow-minded aromatic library
  06/06/25
college graduate to PhD tp
ruddy talented coldplay fan
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
Titillating Public Bath Weed Whacker
  06/06/25
...
Slate parlour main people
  06/06/25
...
Startling mildly autistic tanning salon
  06/06/25
...
aquamarine bipolar half-breed center
  06/06/25
talk to them about weed or whatever tp
Razzle clear temple bbw
  06/06/25
...
Tripping kitty
  06/07/25
...
Razzle clear temple bbw
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
Shivering dingle berry
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
cobalt hairy legs pervert
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Appetizing faggot firefighter
  06/07/25
...
Bonkers wonderful cruise ship
  06/06/25
...
Topaz nursing home
  06/07/25
...
Vengeful Floppy Police Squad Community Account
  06/07/25
...
internet-worthy therapy
  06/07/25
oh god, oh
Appetizing faggot firefighter
  06/07/25
My prole friends literally do already ask it about weed stra...
soul-stirring shimmering national security agency theater stage
  06/07/25
...
White Bawdyhouse Giraffe
  06/07/25
...
wine federal state psychic
  06/27/25
...
arousing sanctuary hominid
  06/27/25


Poast new message in this thread



Reply Favorite

Date: June 6th, 2025 2:48 PM
Author: Saffron halford son of senegal

It turns out scaling only gets you so far, and after that the improvements are marginal. We all witnessed the jump from retarded (GPT 2) to not retarded (GPT 3/4) so it seemed like scaling would always give you huge improvements. Turns out that’s not the case. Now when you double your GPU cluster you just go from college graduate to PhD, which is good but not revolutionary.

If the 400,000-GPU mega datacenter OpenAI is building only delivers marginal improvement to their models then companies like Nvidia will shit the bed since their current valuation is based on the assumption that there will be huge demand for every unit they have the capacity to produce for at least the next 4-5 years.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992590)



Reply Favorite

Date: June 6th, 2025 2:50 PM
Author: Startling mildly autistic tanning salon

college graduate to PhD

- that seems like a big jump.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992604)



Reply Favorite

Date: June 6th, 2025 2:53 PM
Author: Saffron halford son of senegal

It’s not as valuable as the jump from GPT 2 to 3 was. Its improvement, but not the same margin of improvement, and not as valuable to the market. GPT 4-level is good enough for most companies to use and derive huge benefits from. They’re not going to pay extra to have a PhD-level LLM run their call center or customer service chats.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992614)



Reply Favorite

Date: June 6th, 2025 3:18 PM
Author: Startling mildly autistic tanning salon

Yea it’s less of a jump but it’s still a huge improvement. Also, a lot more use cases for AI besides commercial grunt work…for high level decision making that jump and upcoming jumps will make a big difference.

More excited about that use case than taking the jobs of some min wage workers at T-Mobile

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992706)



Reply Favorite

Date: June 6th, 2025 2:53 PM
Author: narrow-minded aromatic library



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992615)



Reply Favorite

Date: June 7th, 2025 10:24 AM
Author: ruddy talented coldplay fan

college graduate to PhD tp

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994445)



Reply Favorite

Date: June 6th, 2025 3:13 PM
Author: Titillating Public Bath Weed Whacker

It doesn’t wrap around proles yet. It’s still internet pre smart phone

Wait till the dumbest poorest pieces of shit wrap it around their lives.

It will wake them, order their Mountain Dew breakfast, talk to them about weed or whatever, play little shows and videos for them all day, schedule their welfare etc

Right now it’s Facebook with ivy only edus

It’s gonna be huge

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992691)



Reply Favorite

Date: June 6th, 2025 3:16 PM
Author: Slate parlour main people



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992697)



Reply Favorite

Date: June 6th, 2025 3:19 PM
Author: Startling mildly autistic tanning salon



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992708)



Reply Favorite

Date: June 6th, 2025 3:21 PM
Author: aquamarine bipolar half-breed center



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992713)



Reply Favorite

Date: June 6th, 2025 3:43 PM
Author: Razzle clear temple bbw

talk to them about weed or whatever tp

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992766)



Reply Favorite

Date: June 7th, 2025 8:53 AM
Author: Tripping kitty



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994284)



Reply Favorite

Date: June 27th, 2025 5:08 PM
Author: Razzle clear temple bbw



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#49054723)



Reply Favorite

Date: June 6th, 2025 3:47 PM
Author: Shivering dingle berry

AI is a gamechanger in healthcare. Most people have no idea what's coming and what it means both for themselves (awesome) and society (uh oh, many more long lived people). If I were a serious investor I'd be looking at healthcare start ups focused on AI.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992778)



Reply Favorite

Date: June 6th, 2025 4:04 PM
Author: cobalt hairy legs pervert

Don't forget the part where UMC W2 earners are taxed to hell to have the AI do this for them.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992835)



Reply Favorite

Date: June 7th, 2025 8:56 AM
Author: Appetizing faggot firefighter

UMC W2 wage earners deserve to be gassed and exterminated. we are the supreme leeches of american society

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994289)



Reply Favorite

Date: June 6th, 2025 4:45 PM
Author: Bonkers wonderful cruise ship



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48992912)



Reply Favorite

Date: June 7th, 2025 12:26 AM
Author: Topaz nursing home



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48993963)



Reply Favorite

Date: June 7th, 2025 12:27 AM
Author: Vengeful Floppy Police Squad Community Account



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48993965)



Reply Favorite

Date: June 7th, 2025 8:52 AM
Author: internet-worthy therapy



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994283)



Reply Favorite

Date: June 7th, 2025 8:55 AM
Author: Appetizing faggot firefighter

oh god, oh

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994287)



Reply Favorite

Date: June 7th, 2025 9:00 AM
Author: soul-stirring shimmering national security agency theater stage

My prole friends literally do already ask it about weed strains.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994298)



Reply Favorite

Date: June 7th, 2025 9:08 AM
Author: White Bawdyhouse Giraffe



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#48994312)



Reply Favorite

Date: June 27th, 2025 5:04 PM
Author: wine federal state psychic



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#49054715)



Reply Favorite

Date: June 27th, 2025 5:06 PM
Author: arousing sanctuary hominid



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2...id.#49054718)