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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
Soul-stirring Ruby Temple Doctorate
  06/06/25
college graduate to PhD - that seems like a big jump.
spruce appetizing stag film generalized bond
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
Soul-stirring Ruby Temple Doctorate
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
spruce appetizing stag film generalized bond
  06/06/25
...
Massive gay locus goal in life
  06/06/25
college graduate to PhD tp
exciting french chef plaza
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
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  06/06/25
...
Mahogany razzle-dazzle jap old irish cottage
  06/06/25
...
spruce appetizing stag film generalized bond
  06/06/25
...
swollen ape tattoo
  06/06/25
talk to them about weed or whatever tp
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  06/06/25
...
bronze range
  06/07/25
...
Excitant chartreuse partner sandwich
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
pink people who are hurt
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
beady-eyed state
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Concupiscible Cocky Boistinker Kitchen
  06/07/25
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ivory menage love of her life
  06/06/25
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Saffron wagecucks
  06/07/25
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Multi-colored police squad
  06/07/25
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Hateful skinny woman
  06/07/25
oh god, oh
Concupiscible Cocky Boistinker Kitchen
  06/07/25
My prole friends literally do already ask it about weed stra...
charismatic thirsty senate
  06/07/25
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greedy canary theatre
  06/07/25
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Rusted bearded water buffalo
  06/27/25
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talking hospital feces
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: Soul-stirring Ruby Temple Doctorate

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...id.#48992590)



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Date: June 6th, 2025 2:50 PM
Author: spruce appetizing stag film generalized bond

college graduate to PhD

- that seems like a big jump.

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



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Date: June 6th, 2025 2:53 PM
Author: Soul-stirring Ruby Temple Doctorate

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...id.#48992614)



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Date: June 6th, 2025 3:18 PM
Author: spruce appetizing stag film generalized bond

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...id.#48992706)



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Date: June 6th, 2025 2:53 PM
Author: Massive gay locus goal in life



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



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Date: June 7th, 2025 10:24 AM
Author: exciting french chef plaza

college graduate to PhD tp

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



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Date: June 6th, 2025 3:13 PM
Author: submissive adventurous weed whacker foreskin

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...id.#48992691)



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Date: June 6th, 2025 3:16 PM
Author: Mahogany razzle-dazzle jap old irish cottage



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



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Date: June 6th, 2025 3:19 PM
Author: spruce appetizing stag film generalized bond



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



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Date: June 6th, 2025 3:21 PM
Author: swollen ape tattoo



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



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Date: June 6th, 2025 3:43 PM
Author: Excitant chartreuse partner sandwich

talk to them about weed or whatever tp

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



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Date: June 7th, 2025 8:53 AM
Author: bronze range



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



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Date: June 27th, 2025 5:08 PM
Author: Excitant chartreuse partner sandwich



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



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Date: June 6th, 2025 3:47 PM
Author: pink people who are hurt

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...id.#48992778)



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Date: June 6th, 2025 4:04 PM
Author: beady-eyed state

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...id.#48992835)



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Date: June 7th, 2025 8:56 AM
Author: Concupiscible Cocky Boistinker Kitchen

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...id.#48994289)



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Date: June 6th, 2025 4:45 PM
Author: ivory menage love of her life



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



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Date: June 7th, 2025 12:26 AM
Author: Saffron wagecucks



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



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Date: June 7th, 2025 12:27 AM
Author: Multi-colored police squad



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



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Date: June 7th, 2025 8:52 AM
Author: Hateful skinny woman



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



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Date: June 7th, 2025 8:55 AM
Author: Concupiscible Cocky Boistinker Kitchen

oh god, oh

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



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Date: June 7th, 2025 9:00 AM
Author: charismatic thirsty senate

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

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



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Date: June 7th, 2025 9:08 AM
Author: greedy canary theatre



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



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Date: June 27th, 2025 5:04 PM
Author: Rusted bearded water buffalo



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



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Date: June 27th, 2025 5:06 PM
Author: talking hospital feces



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