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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
Indigo Haunted Graveyard Address
  06/06/25
college graduate to PhD - that seems like a big jump.
diverse jap
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
Indigo Haunted Graveyard Address
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
diverse jap
  06/06/25
...
Ruddy dead indian lodge pozpig
  06/06/25
college graduate to PhD tp
Mustard toaster
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
Ivory filthpig temple
  06/06/25
...
saffron meetinghouse tattoo
  06/06/25
...
diverse jap
  06/06/25
...
Soul-stirring opaque clown abode
  06/06/25
talk to them about weed or whatever tp
Carmine Station Fat Ankles
  06/06/25
...
Hot lettuce corn cake
  06/07/25
...
Carmine Station Fat Ankles
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
crimson glittery striped hyena doctorate
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
cream razzmatazz point
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Maroon Disturbing Theater
  06/07/25
...
tan talented party of the first part
  06/06/25
...
aphrodisiac balding factory reset button step-uncle's house
  06/07/25
...
stirring chad
  06/07/25
...
Cocky Internet-worthy Yarmulke Deer Antler
  06/07/25
oh god, oh
Maroon Disturbing Theater
  06/07/25
My prole friends literally do already ask it about weed stra...
beady-eyed church
  06/07/25
...
bateful twinkling field
  06/07/25
...
laughsome violent gaming laptop
  06/27/25
...
Smoky cerebral office pistol
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: Indigo Haunted Graveyard Address

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#48992590)



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Date: June 6th, 2025 2:50 PM
Author: diverse jap

college graduate to PhD

- that seems like a big jump.

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



Reply Favorite

Date: June 6th, 2025 2:53 PM
Author: Indigo Haunted Graveyard Address

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#48992614)



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Date: June 6th, 2025 3:18 PM
Author: diverse jap

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#48992706)



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Date: June 6th, 2025 2:53 PM
Author: Ruddy dead indian lodge pozpig



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



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Date: June 7th, 2025 10:24 AM
Author: Mustard toaster

college graduate to PhD tp

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



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Date: June 6th, 2025 3:13 PM
Author: Ivory filthpig temple

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#48992691)



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Date: June 6th, 2025 3:16 PM
Author: saffron meetinghouse tattoo



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



Reply Favorite

Date: June 6th, 2025 3:19 PM
Author: diverse jap



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



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Date: June 6th, 2025 3:21 PM
Author: Soul-stirring opaque clown abode



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



Reply Favorite

Date: June 6th, 2025 3:43 PM
Author: Carmine Station Fat Ankles

talk to them about weed or whatever tp

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



Reply Favorite

Date: June 7th, 2025 8:53 AM
Author: Hot lettuce corn cake



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



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Date: June 27th, 2025 5:08 PM
Author: Carmine Station Fat Ankles



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



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Date: June 6th, 2025 3:47 PM
Author: crimson glittery striped hyena doctorate

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#48992778)



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Date: June 6th, 2025 4:04 PM
Author: cream razzmatazz point

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#48992835)



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Date: June 7th, 2025 8:56 AM
Author: Maroon Disturbing Theater

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#48994289)



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Date: June 6th, 2025 4:45 PM
Author: tan talented party of the first part



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



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Date: June 7th, 2025 12:26 AM
Author: aphrodisiac balding factory reset button step-uncle's house



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



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Date: June 7th, 2025 12:27 AM
Author: stirring chad



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



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Date: June 7th, 2025 8:52 AM
Author: Cocky Internet-worthy Yarmulke Deer Antler



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



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Date: June 7th, 2025 8:55 AM
Author: Maroon Disturbing Theater

oh god, oh

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



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Date: June 7th, 2025 9:00 AM
Author: beady-eyed church

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

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



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Date: June 7th, 2025 9:08 AM
Author: bateful twinkling field



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



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Date: June 27th, 2025 5:04 PM
Author: laughsome violent gaming laptop



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



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Date: June 27th, 2025 5:06 PM
Author: Smoky cerebral office pistol



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