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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
laughsome chrome stag film
  06/06/25
college graduate to PhD - that seems like a big jump.
chestnut ratface state
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
laughsome chrome stag film
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
chestnut ratface state
  06/06/25
...
Slippery razzle lettuce organic girlfriend
  06/06/25
college graduate to PhD tp
Fuchsia comical hospital kitty
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
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  06/06/25
...
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  06/06/25
...
chestnut ratface state
  06/06/25
...
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  06/06/25
talk to them about weed or whatever tp
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  06/06/25
...
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  06/07/25
...
nubile slate laser beams
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
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  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
Histrionic friendly grandma brethren
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Mahogany Locale Party Of The First Part
  06/07/25
...
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  06/06/25
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  06/07/25
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  06/07/25
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  06/07/25
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Mahogany Locale Party Of The First Part
  06/07/25
My prole friends literally do already ask it about weed stra...
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  06/07/25
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  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: laughsome chrome stag film

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: chestnut ratface state

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: laughsome chrome stag film

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: chestnut ratface state

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: Slippery razzle lettuce organic girlfriend



(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: Fuchsia comical hospital kitty

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: fantasy-prone therapy place of business

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: purple lay round eye



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



Reply Favorite

Date: June 6th, 2025 3:19 PM
Author: chestnut ratface state



(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: contagious gay doctorate



(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: nubile slate laser beams

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: Sepia out-of-control quadroon



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



Reply Favorite

Date: June 27th, 2025 5:08 PM
Author: nubile slate laser beams



(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: Supple rose casino generalized bond

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: Histrionic friendly grandma brethren

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: Mahogany Locale Party Of The First Part

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: titillating marketing idea



(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: crystalline deranged rehab immigrant



(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: Frisky aqua step-uncle's house yarmulke



(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: Burgundy Learning Disabled Incel Dingle Berry



(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: Mahogany Locale Party Of The First Part

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: Azure azn set

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: amethyst tanning salon prole



(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: Vivacious cordovan new version sweet tailpipe



(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: Geriatric Coldplay Fan



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