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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
shimmering marvelous fanboi
  06/06/25
college graduate to PhD - that seems like a big jump.
supple naked native
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
shimmering marvelous fanboi
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
supple naked native
  06/06/25
...
bateful ceo space
  06/06/25
college graduate to PhD tp
pale home
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
insane stag film
  06/06/25
...
slap-happy thriller national security agency
  06/06/25
...
supple naked native
  06/06/25
...
Coral startled marketing idea twinkling uncleanness
  06/06/25
talk to them about weed or whatever tp
metal step-uncle's house love of her life
  06/06/25
...
Swollen water buffalo masturbator
  06/07/25
...
metal step-uncle's house love of her life
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
Cerebral jade corner
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
multi-colored principal's office sex offender
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Razzmatazz carmine stage milk
  06/07/25
...
Heady Athletic Conference
  06/06/25
...
sadistic white stage
  06/07/25
...
godawful insecure trust fund turdskin
  06/07/25
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ivory spectacular fortuitous meteor public bath
  06/07/25
oh god, oh
Razzmatazz carmine stage milk
  06/07/25
My prole friends literally do already ask it about weed stra...
Aqua knife fat ankles
  06/07/25
...
fragrant alcoholic locale sound barrier
  06/07/25
...
Trip international law enforcement agency box office
  06/27/25
...
racy rehab french chef
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: shimmering marvelous fanboi

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: supple naked native

college graduate to PhD

- that seems like a big jump.

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



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Date: June 6th, 2025 2:53 PM
Author: shimmering marvelous fanboi

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: supple naked native

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: bateful ceo space



(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: pale home

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: insane stag film

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: slap-happy thriller national security agency



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



Reply Favorite

Date: June 6th, 2025 3:19 PM
Author: supple naked native



(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: Coral startled marketing idea twinkling uncleanness



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



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Date: June 6th, 2025 3:43 PM
Author: metal step-uncle's house love of her life

talk to them about weed or whatever tp

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



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Date: June 7th, 2025 8:53 AM
Author: Swollen water buffalo masturbator



(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: metal step-uncle's house love of her life



(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: Cerebral jade corner

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: multi-colored principal's office sex offender

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: Razzmatazz carmine stage milk

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: Heady Athletic Conference



(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: sadistic white stage



(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: godawful insecure trust fund turdskin



(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: ivory spectacular fortuitous meteor public bath



(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: Razzmatazz carmine stage milk

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: Aqua knife fat ankles

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: fragrant alcoholic locale sound barrier



(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: Trip international law enforcement agency box office



(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: racy rehab french chef



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