\
  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...
Zombie-like circlehead
  06/06/25
college graduate to PhD - that seems like a big jump.
Umber internal respiration
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
Zombie-like circlehead
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
Umber internal respiration
  06/06/25
...
Unholy supple plaza toilet seat
  06/06/25
college graduate to PhD tp
ruddy goal in life
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
Shaky gold haunted graveyard volcanic crater
  06/06/25
...
Claret free-loading nursing home
  06/06/25
...
Umber internal respiration
  06/06/25
...
Olive alcoholic spot
  06/06/25
talk to them about weed or whatever tp
Exciting step-uncle's house
  06/06/25
...
Milky Business Firm
  06/07/25
...
I'm 5'5, 200lbs on purpose
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
galvanic cowardly library indirect expression
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
cerise brunch hominid
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
french station tank
  06/07/25
...
bateful confused headpube ticket booth
  06/06/25
...
sticky carnelian sandwich mental disorder
  06/07/25
...
Orchid coldplay fan
  06/07/25
...
Unhinged thriller new version
  06/07/25
oh god, oh
french station tank
  06/07/25
My prole friends literally do already ask it about weed stra...
Demanding pocket flask
  06/07/25
...
useless fat ankles incel
  06/07/25
...
Aspie Pickup Line
  06/27/25
...
Gorgeous Mamdani
  06/27/25


Poast new message in this thread



Reply Favorite

Date: June 6th, 2025 2:48 PM
Author: Zombie-like circlehead

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: Umber internal respiration

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: Zombie-like circlehead

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: Umber internal respiration

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: Unholy supple plaza toilet seat



(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 goal in life

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: Shaky gold haunted graveyard volcanic crater

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: Claret free-loading nursing home



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



Reply Favorite

Date: June 6th, 2025 3:19 PM
Author: Umber internal respiration



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



Reply Favorite

Date: June 6th, 2025 3:21 PM
Author: Olive alcoholic spot



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



Reply Favorite

Date: June 6th, 2025 3:43 PM
Author: Exciting step-uncle's house

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: Milky Business Firm



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



Reply Favorite

Date: June 27th, 2025 5:08 PM
Author: I'm 5'5, 200lbs on purpose



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



Reply Favorite

Date: June 6th, 2025 3:47 PM
Author: galvanic cowardly library indirect expression

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: cerise brunch hominid

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: french station tank

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: bateful confused headpube ticket booth



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



Reply Favorite

Date: June 7th, 2025 12:26 AM
Author: sticky carnelian sandwich mental disorder



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



Reply Favorite

Date: June 7th, 2025 12:27 AM
Author: Orchid coldplay fan



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



Reply Favorite

Date: June 7th, 2025 8:52 AM
Author: Unhinged thriller new version



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



Reply Favorite

Date: June 7th, 2025 8:55 AM
Author: french station tank

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: Demanding pocket flask

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: useless fat ankles incel



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



Reply Favorite

Date: June 27th, 2025 5:04 PM
Author: Aspie Pickup Line



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



Reply Favorite

Date: June 27th, 2025 5:06 PM
Author: Gorgeous Mamdani



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