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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
mind-boggling newt scourge upon the earth
  06/06/25
college graduate to PhD - that seems like a big jump.
vengeful irradiated pistol
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
mind-boggling newt scourge upon the earth
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
vengeful irradiated pistol
  06/06/25
...
razzle locus
  06/06/25
college graduate to PhD tp
red insane laser beams ceo
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
Stimulating parlour
  06/06/25
...
big associate
  06/06/25
...
vengeful irradiated pistol
  06/06/25
...
Aromatic Pale Roast Beef
  06/06/25
talk to them about weed or whatever tp
Spruce contagious nowag
  06/06/25
...
Passionate doobsian wrinkle
  06/07/25
...
I'm 5'5, 200lbs on purpose
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
brilliant institution
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
Exhilarant Hospital
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Diverse tripping church legal warrant
  06/07/25
...
clear spot
  06/06/25
...
abusive concupiscible antidepressant drug stain
  06/07/25
...
hairless stag film
  06/07/25
...
dashing goal in life gas station
  06/07/25
oh god, oh
Diverse tripping church legal warrant
  06/07/25
My prole friends literally do already ask it about weed stra...
bright slimy nursing home legend
  06/07/25
...
appetizing address pervert
  06/07/25
...
Aspie Pickup Line
  06/27/25
...
Gorgeous Mamdani
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: mind-boggling newt scourge upon the earth

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: vengeful irradiated pistol

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: mind-boggling newt scourge upon the earth

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: vengeful irradiated pistol

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: razzle locus



(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: red insane laser beams ceo

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: Stimulating parlour

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: big associate



(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: vengeful irradiated pistol



(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: Aromatic Pale Roast Beef



(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: Spruce contagious nowag

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: Passionate doobsian wrinkle



(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: I'm 5'5, 200lbs on purpose



(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: brilliant institution

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: Exhilarant Hospital

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: Diverse tripping church legal warrant

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: clear spot



(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: abusive concupiscible antidepressant drug stain



(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: hairless stag film



(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: dashing goal in life gas station



(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: Diverse tripping church legal warrant

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: bright slimy nursing home legend

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: appetizing address pervert



(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: Aspie Pickup Line



(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: Gorgeous Mamdani



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