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AI wrapper "companies" going to ZERO when token prices triple

lol no way is open ai and anthropic going to keep the free r...
Supple startling ticket booth
  02/19/26
🚨 this is a WLMAS account 🚨 🚨 this is a WLMAS ac...
Maize unhinged site
  02/20/26
They’re already going to zero man the wrappers are so ...
180 abusive dopamine skinny woman
  02/19/26
yeah good point. but also other kinds of AI startups are goi...
Supple startling ticket booth
  02/19/26
When do you think they’re gonna do the rug pull and 10...
180 abusive dopamine skinny woman
  02/19/26
gross margin on tokens is already pretty good (around 50%), ...
carmine space
  02/19/26
Models are only going to get cheaper to run relative to thei...
Comical generalized bond
  02/19/26
How tf do you figure that models are only getting cheaper to...
180 abusive dopamine skinny woman
  02/19/26
maybe they are assuming that if raw comopute per query inccr...
Supple startling ticket booth
  02/19/26
I think ultimately we’re going to end up at a spot wit...
180 abusive dopamine skinny woman
  02/19/26
https://x.com/gdb/status/2024662197692223857
180 abusive dopamine skinny woman
  02/20/26
Extreme compute scarcity is the only scenario in which our G...
Comical generalized bond
  02/20/26
"all of the gains in capabilities in the past 18 months...
Comical generalized bond
  02/20/26
i mean it's an exaggeration, yes. not literally all of the g...
180 abusive dopamine skinny woman
  02/20/26
the trend is toward cheaper tokens yes. but people would sti...
Supple startling ticket booth
  02/19/26
This is why I'm furiously building a local llm with amd 9 an...
sickened feces stead
  02/20/26
🚨 this is a WLMAS account 🚨 🚨 this is a WLMAS ac...
Maize unhinged site
  02/20/26


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Reply Favorite

Date: February 19th, 2026 10:40 PM
Author: Supple startling ticket booth

lol no way is open ai and anthropic going to keep the free ride going forever

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681739)



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Date: February 20th, 2026 12:52 PM
Author: Maize unhinged site

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(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49682918)



Reply Favorite

Date: February 19th, 2026 10:43 PM
Author: 180 abusive dopamine skinny woman

They’re already going to zero man the wrappers are so fuckin done here

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681746)



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Date: February 19th, 2026 10:45 PM
Author: Supple startling ticket booth

yeah good point. but also other kinds of AI startups are going to ZERO when token prices go up

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681749)



Reply Favorite

Date: February 19th, 2026 10:47 PM
Author: 180 abusive dopamine skinny woman

When do you think they’re gonna do the rug pull and 10x token prices

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681754)



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Date: February 19th, 2026 11:11 PM
Author: carmine space

gross margin on tokens is already pretty good (around 50%), and it's a competitive market requiring billions in R&D and training to keep your tokens worth anything

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681777)



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Date: February 19th, 2026 11:15 PM
Author: Comical generalized bond

Models are only going to get cheaper to run relative to their strength, there’s far too much competition. The shit coming out of China on a relative shoestring budget (and price to run) is very impressive. Anthropic is rushing to build products on top and establish a dominant position in B2B early on for that exact reason

AI wrappers go to zero not because of token prices but because they only get easier to build the better the models get, and the frontier labs are obviously always a step ahead in access to the best models and talent

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681782)



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Date: February 19th, 2026 11:19 PM
Author: 180 abusive dopamine skinny woman

How tf do you figure that models are only getting cheaper to run relative to strength when all of the gains in capabilities in the past 18 months have come from throwing as much inference compute as possible at whatever you want the model to do

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681785)



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Date: February 19th, 2026 11:25 PM
Author: Supple startling ticket booth

maybe they are assuming that if raw comopute per query inccreases, efficency per outcome is still increasing faster overall?

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681795)



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Date: February 19th, 2026 11:35 PM
Author: 180 abusive dopamine skinny woman

I think ultimately we’re going to end up at a spot with LLMs where you can keep getting marginal capability gains by spending tons of inference compute but they’re increasingly inefficient gains relative to cost

I worry that like capital itself, access to the most powerful AI capabilities will end up gated behind prohibitively high costs and access to “borrowed” Monopoly money. The rich get richer, the poor get poorer, etc

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681803)



Reply Favorite

Date: February 20th, 2026 1:00 AM
Author: 180 abusive dopamine skinny woman

https://x.com/gdb/status/2024662197692223857

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681868)



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Date: February 20th, 2026 5:14 AM
Author: Comical generalized bond

Extreme compute scarcity is the only scenario in which our GPU capex frenzy stands a chance in the long run relative to China and its insurmountable lead in meatspace supply chain, of course they are going to say this.

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681995)



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Date: February 20th, 2026 5:09 AM
Author: Comical generalized bond

"all of the gains in capabilities in the past 18 months have come from throwing as much inference compute as possible at whatever you want the model to do "

Because that's just obviously not true? Minimax 2.5 is far more capable than Sonnet 3.5 or whatever

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681994)



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Date: February 20th, 2026 12:52 PM
Author: 180 abusive dopamine skinny woman

i mean it's an exaggeration, yes. not literally all of the gains have come from throwing more inference compute at the prompt, but most of them have, for sure

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49682914)



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Date: February 19th, 2026 11:21 PM
Author: Supple startling ticket booth

the trend is toward cheaper tokens yes. but people would still pay for the frontier if they tripled prices so I wouldn't rule it out yet. plus its not profitable right now open ai and anthropic are basiclaly giving people a free ride. I think the main thing stopping them is that open source models are improving and distillation makes "good enough" very cheap. but still i think if they keep the gap wide enough at the frontier the prices could rise especially in industries that are high stakes

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681790)



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Date: February 20th, 2026 1:53 AM
Author: sickened feces stead

This is why I'm furiously building a local llm with amd 9 and 4090 this weekend; then preordering M4 ultra with maximum RAM config on day 1

(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49681900)



Reply Favorite

Date: February 20th, 2026 12:53 PM
Author: Maize unhinged site

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(http://www.autoadmit.com/thread.php?thread_id=5836559&forum_id=2...id.#49682919)