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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
cyan racy garrison cumskin
  06/06/25
college graduate to PhD - that seems like a big jump.
Violent bistre hall
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
cyan racy garrison cumskin
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
Violent bistre hall
  06/06/25
...
Idiotic Principal's Office
  06/06/25
college graduate to PhD tp
Sepia Friendly Grandma Athletic Conference
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
carmine odious nowag trump supporter
  06/06/25
...
Slap-happy public bath
  06/06/25
...
Violent bistre hall
  06/06/25
...
tantric narrow-minded lodge dopamine
  06/06/25
talk to them about weed or whatever tp
Topaz Voyeur Indian Lodge
  06/06/25
...
Galvanic lime idea he suggested
  06/07/25
...
Topaz Voyeur Indian Lodge
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
excitant base
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
Peach stage
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Rough-skinned Sienna Electric Furnace
  06/07/25
...
adventurous toilet seat dilemma
  06/06/25
...
Orange personal credit line partner
  06/07/25
...
ivory home keepsake machete
  06/07/25
...
mischievous death wish
  06/07/25
oh god, oh
Rough-skinned Sienna Electric Furnace
  06/07/25
My prole friends literally do already ask it about weed stra...
brindle jew rigpig
  06/07/25
...
Submissive brass cuckoldry old irish cottage
  06/07/25
...
lake organic girlfriend
  06/27/25
...
Nudist temple
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: cyan racy garrison cumskin

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=2E#48992590)



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Date: June 6th, 2025 2:50 PM
Author: Violent bistre hall

college graduate to PhD

- that seems like a big jump.

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



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Date: June 6th, 2025 2:53 PM
Author: cyan racy garrison cumskin

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=2E#48992614)



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Date: June 6th, 2025 3:18 PM
Author: Violent bistre hall

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=2E#48992706)



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Date: June 6th, 2025 2:53 PM
Author: Idiotic Principal's Office



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48992615)



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Date: June 7th, 2025 10:24 AM
Author: Sepia Friendly Grandma Athletic Conference

college graduate to PhD tp

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48994445)



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Date: June 6th, 2025 3:13 PM
Author: carmine odious nowag trump supporter

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=2E#48992691)



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Date: June 6th, 2025 3:16 PM
Author: Slap-happy public bath



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



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Date: June 6th, 2025 3:19 PM
Author: Violent bistre hall



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48992708)



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Date: June 6th, 2025 3:21 PM
Author: tantric narrow-minded lodge dopamine



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



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Date: June 6th, 2025 3:43 PM
Author: Topaz Voyeur Indian Lodge

talk to them about weed or whatever tp

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



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Date: June 7th, 2025 8:53 AM
Author: Galvanic lime idea he suggested



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48994284)



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Date: June 27th, 2025 5:08 PM
Author: Topaz Voyeur Indian Lodge



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#49054723)



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Date: June 6th, 2025 3:47 PM
Author: excitant base

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=2E#48992778)



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Date: June 6th, 2025 4:04 PM
Author: Peach stage

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=2E#48992835)



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Date: June 7th, 2025 8:56 AM
Author: Rough-skinned Sienna Electric Furnace

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=2E#48994289)



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Date: June 6th, 2025 4:45 PM
Author: adventurous toilet seat dilemma



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48992912)



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Date: June 7th, 2025 12:26 AM
Author: Orange personal credit line partner



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48993963)



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Date: June 7th, 2025 12:27 AM
Author: ivory home keepsake machete



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48993965)



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Date: June 7th, 2025 8:52 AM
Author: mischievous death wish



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48994283)



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Date: June 7th, 2025 8:55 AM
Author: Rough-skinned Sienna Electric Furnace

oh god, oh

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48994287)



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Date: June 7th, 2025 9:00 AM
Author: brindle jew rigpig

My prole friends literally do already ask it about weed strains.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48994298)



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Date: June 7th, 2025 9:08 AM
Author: Submissive brass cuckoldry old irish cottage



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#48994312)



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Date: June 27th, 2025 5:04 PM
Author: lake organic girlfriend



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2E#49054715)



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Date: June 27th, 2025 5:06 PM
Author: Nudist temple



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