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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
titillating depressive
  06/06/25
college graduate to PhD - that seems like a big jump.
wonderful pink police squad
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
titillating depressive
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
wonderful pink police squad
  06/06/25
...
Hideous halford dog poop
  06/06/25
college graduate to PhD tp
aromatic menage
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
jade becky whorehouse
  06/06/25
...
Disturbing ungodly gas station
  06/06/25
...
wonderful pink police squad
  06/06/25
...
big out-of-control persian theater
  06/06/25
talk to them about weed or whatever tp
soul-stirring place of business partner
  06/06/25
...
topaz exciting mad cow disease blood rage
  06/07/25
...
soul-stirring place of business partner
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
excitant hospital filthpig
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
splenetic maniacal french chef range
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
contagious onyx tattoo juggernaut
  06/07/25
...
razzle soggy main people
  06/06/25
...
Charismatic really tough guy
  06/07/25
...
Galvanic public bath
  06/07/25
...
laughsome chapel
  06/07/25
oh god, oh
contagious onyx tattoo juggernaut
  06/07/25
My prole friends literally do already ask it about weed stra...
Cerebral Misunderstood Half-breed Brunch
  06/07/25
...
arousing aquamarine corn cake trailer park
  06/07/25
...
alcoholic cracking codepig
  06/27/25
...
Saffron locus
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: titillating depressive

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: wonderful pink police squad

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: titillating depressive

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: wonderful pink police squad

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: Hideous halford dog poop



(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: aromatic menage

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: jade becky whorehouse

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: Disturbing ungodly gas station



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



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Date: June 6th, 2025 3:19 PM
Author: wonderful pink police squad



(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: big out-of-control persian theater



(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: soul-stirring place of business partner

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: topaz exciting mad cow disease blood rage



(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: soul-stirring place of business partner



(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: excitant hospital filthpig

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: splenetic maniacal french chef range

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: contagious onyx tattoo juggernaut

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: razzle soggy main people



(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: Charismatic really tough guy



(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: Galvanic public bath



(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: laughsome chapel



(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: contagious onyx tattoo juggernaut

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: Cerebral Misunderstood Half-breed Brunch

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: arousing aquamarine corn cake trailer park



(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: alcoholic cracking codepig



(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: Saffron locus



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