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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
Thriller Volcanic Crater
  06/06/25
college graduate to PhD - that seems like a big jump.
buff irradiated hall knife
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
Thriller Volcanic Crater
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
buff irradiated hall knife
  06/06/25
...
Deep Walnut Newt Genital Piercing
  06/06/25
college graduate to PhD tp
bateful white set
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
curious salmon bawdyhouse
  06/06/25
...
trip library
  06/06/25
...
buff irradiated hall knife
  06/06/25
...
Racy School Associate
  06/06/25
talk to them about weed or whatever tp
Bronze judgmental coldplay fan
  06/06/25
...
Razzle-dazzle brunch
  06/07/25
...
Bronze judgmental coldplay fan
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
Alcoholic center international law enforcement agency
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
useless institution weed whacker
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Provocative Offensive Blood Rage
  06/07/25
...
Transparent New Version
  06/06/25
...
Aromatic Buck-toothed Circlehead Theater
  06/07/25
...
Free-loading beady-eyed corn cake
  06/07/25
...
stimulating corner
  06/07/25
oh god, oh
Provocative Offensive Blood Rage
  06/07/25
My prole friends literally do already ask it about weed stra...
hyperactive athletic conference
  06/07/25
...
Chrome swashbuckling spot sandwich
  06/07/25
...
rose scourge upon the earth
  06/27/25
...
lemon heady office elastic band
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: Thriller Volcanic Crater

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: buff irradiated hall knife

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: Thriller Volcanic Crater

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: buff irradiated hall knife

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: Deep Walnut Newt Genital Piercing



(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: bateful white set

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: curious salmon bawdyhouse

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: trip library



(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: buff irradiated hall knife



(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: Racy School Associate



(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: Bronze judgmental coldplay fan

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: Razzle-dazzle brunch



(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: Bronze judgmental coldplay fan



(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: Alcoholic center international law enforcement agency

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: useless institution weed whacker

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: Provocative Offensive Blood Rage

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: Transparent New Version



(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: Aromatic Buck-toothed Circlehead Theater



(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: Free-loading beady-eyed corn cake



(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: stimulating corner



(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: Provocative Offensive Blood Rage

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: hyperactive athletic conference

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: Chrome swashbuckling spot sandwich



(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: rose scourge upon the earth



(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: lemon heady office elastic band



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