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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
jade meetinghouse
  06/06/25
college graduate to PhD - that seems like a big jump.
mahogany affirmative action
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
jade meetinghouse
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
mahogany affirmative action
  06/06/25
...
Pearly Razzle Pisswyrm
  06/06/25
college graduate to PhD tp
sooty tantric black woman
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
Primrose domesticated orchestra pit
  06/06/25
...
Exciting Startling Friendly Grandma Mediation
  06/06/25
...
mahogany affirmative action
  06/06/25
...
adulterous nowag senate
  06/06/25
talk to them about weed or whatever tp
Swashbuckling Love Of Her Life Voyeur
  06/06/25
...
yapping locale
  06/07/25
...
Mr. Israel
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
Unholy Potus Range
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
henna abnormal hall mental disorder
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Big-titted theater stage
  06/07/25
...
hilarious fiercely-loyal resort
  06/06/25
...
Nofapping factory reset button
  06/07/25
...
Motley naked skinny woman
  06/07/25
...
narrow-minded milky menage wrinkle
  06/07/25
oh god, oh
Big-titted theater stage
  06/07/25
My prole friends literally do already ask it about weed stra...
Aromatic theatre
  06/07/25
...
sepia harsh home becky
  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: jade meetinghouse

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: mahogany affirmative action

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: jade meetinghouse

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: mahogany affirmative action

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: Pearly Razzle Pisswyrm



(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: sooty tantric black woman

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: Primrose domesticated orchestra pit

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: Exciting Startling Friendly Grandma Mediation



(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: mahogany affirmative action



(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: adulterous nowag senate



(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: Swashbuckling Love Of Her Life Voyeur

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: yapping locale



(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: Mr. Israel



(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: Unholy Potus Range

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: henna abnormal hall mental disorder

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: Big-titted theater stage

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: hilarious fiercely-loyal resort



(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: Nofapping factory reset button



(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: Motley naked skinny woman



(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: narrow-minded milky menage wrinkle



(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: Big-titted theater stage

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: Aromatic theatre

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: sepia harsh home becky



(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)