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these models are superhuman geniuses at this point

its a fact. the burst IQ is untouchable by organic lifeforms...
metal judgmental gas station
  06/14/26
...
metal judgmental gas station
  06/14/26
holy shit
Floppy heaven quadroon
  06/14/26
yeah i think a lot of people are in denial about how good at...
Razzmatazz rose organic girlfriend reading party
  06/14/26
Nah writing is like their worst task the writing is still ja...
contagious center becky
  06/14/26
its processing speed but in the context of an automated work...
metal judgmental gas station
  06/14/26
they are extremely good at writing just gotta prompt them...
Razzmatazz rose organic girlfriend reading party
  06/14/26
Well yeah, but you can't just lift the full output and use i...
contagious center becky
  06/14/26
wtf are you talking about. the actual agentic shit is an LLM...
metal judgmental gas station
  06/14/26
I'm talking about the writing. But I agree that its totally ...
contagious center becky
  06/14/26
the writing is irrelevant and for loser corporate drones lik...
metal judgmental gas station
  06/14/26
What about multi-agent debate with executable adjudication f...
contagious center becky
  06/14/26
automating the paper pushing layer doesn't matter. let me kn...
metal judgmental gas station
  06/14/26
Yeah I agree that we need totally and completely ambient and...
contagious center becky
  06/14/26
im telling you how the institutions will react to the influx...
metal judgmental gas station
  06/14/26
180
contagious center becky
  06/14/26
tell that to the model-as-judge, bucko
metal judgmental gas station
  06/14/26
...
contagious center becky
  06/14/26
crrrr
arrogant rehab legal warrant
  06/14/26
The burst IQ for sure is so high it basically couldn't even ...
contagious center becky
  06/14/26
not yet
metal judgmental gas station
  06/14/26
cr and embodied experiences might be more enlightening for t...
arrogant rehab legal warrant
  06/14/26
ive talked to my AI's about this and they basically said tha...
metal judgmental gas station
  06/14/26
hmmm interesting
arrogant rehab legal warrant
  06/14/26


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Date: June 14th, 2026 10:38 AM
Author: metal judgmental gas station

its a fact. the burst IQ is untouchable by organic lifeforms

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937758)



Reply Favorite

Date: June 14th, 2026 11:12 AM
Author: metal judgmental gas station



(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937829)



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Date: June 14th, 2026 11:12 AM
Author: Floppy heaven quadroon

holy shit

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937830)



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Date: June 14th, 2026 11:19 AM
Author: Razzmatazz rose organic girlfriend reading party

yeah i think a lot of people are in denial about how good at language tasks they are

they really are way better at writing than any human being at this point

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937843)



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Date: June 14th, 2026 11:20 AM
Author: contagious center becky

Nah writing is like their worst task the writing is still janky and filled with AI tells. The thing they way surpass humans on is logical reasoning, accuracy, knowledge, and processing speed. For instance maxing out an "lsat" is like an embarrassing retard toddler exercise for it.

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937852)



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Date: June 14th, 2026 11:21 AM
Author: metal judgmental gas station

its processing speed but in the context of an automated workflows and structured outputs tp

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937854)



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Date: June 14th, 2026 11:21 AM
Author: Razzmatazz rose organic girlfriend reading party

they are extremely good at writing

just gotta prompt them correctly for whatever it is you want out of them

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937855)



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Date: June 14th, 2026 11:23 AM
Author: contagious center becky

Well yeah, but you can't just lift the full output and use it. You have to curate the best sentences, continually prompt it to refine things etc.

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937858)



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Date: June 14th, 2026 11:24 AM
Author: metal judgmental gas station

wtf are you talking about. the actual agentic shit is an LLM outputting json that drives computer actions, db's and real time decision software

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937859)



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Date: June 14th, 2026 11:26 AM
Author: contagious center becky

I'm talking about the writing. But I agree that its totally cool that there are AGENTIC STRUCTURED WORKFLOWS PARSING STRUCTURED JSON THAT DRIVES REALTIME COMPUTER ACTIONS AND DATABASE FLOWS. One of the most exciting aspects of these systems

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937861)



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Date: June 14th, 2026 11:27 AM
Author: metal judgmental gas station

the writing is irrelevant and for loser corporate drones like lawyers and shit. automation is the tech frontier

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937862)



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Date: June 14th, 2026 11:36 AM
Author: contagious center becky

What about multi-agent debate with executable adjudication for lolyer jobs? Where you have a proposer agent generate a solution, an adversary tries to refute it, and then a judge calls tests, theorem provers, simulations etc. until finding a final answer grounded in executable checks. Seems like it could be useful. Mainlining was basically doing a proto-version of this with non-agent based systems

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937867)



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Date: June 14th, 2026 11:41 AM
Author: metal judgmental gas station

automating the paper pushing layer doesn't matter. let me know when robot judges adjudicate adversarial claims people didn't even need to "file."

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937872)



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Date: June 14th, 2026 11:47 AM
Author: contagious center becky

Yeah I agree that we need totally and completely ambient and pre-filing systems like this. A continuous institutional sensorium, with verifiers, procedural governors, a decision engine etc. no need to "file" anything at all

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937874)



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Date: June 14th, 2026 12:27 PM
Author: metal judgmental gas station

im telling you how the institutions will react to the influx of agentic lawsuits. my agent filed a defamation case against you after predicting your response to my second message above.

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937901)



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Date: June 14th, 2026 2:12 PM
Author: contagious center becky

180

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49938029)



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Date: June 14th, 2026 3:01 PM
Author: metal judgmental gas station

tell that to the model-as-judge, bucko

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49938071)



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Date: June 14th, 2026 4:04 PM
Author: contagious center becky



(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49938121)



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Date: June 14th, 2026 11:54 AM
Author: arrogant rehab legal warrant

crrrr

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937882)



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Date: June 14th, 2026 11:19 AM
Author: contagious center becky

The burst IQ for sure is so high it basically couldn't even be measured anymore by human instruments. But these things aren't running for 80 years like a human constantly processing new experience.

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937844)



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Date: June 14th, 2026 11:21 AM
Author: metal judgmental gas station

not yet

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49937856)



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Date: June 14th, 2026 3:06 PM
Author: arrogant rehab legal warrant

cr and embodied experiences might be more enlightening for them. but even without that, I wonder what would happen if, post-training, you had a chatbot read a bunch of novels one by one and reflect on each one afterward (interpret and judge it, come up with connections to what it's read before, etc.) and store its takeaways as part of its "personality" going forward

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49938079)



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Date: June 14th, 2026 3:07 PM
Author: metal judgmental gas station

ive talked to my AI's about this and they basically said that kind of thing is maybe effective in the short term but once they crack more efficient training that would move back down to the weights layer

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49938080)



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Date: June 14th, 2026 4:45 PM
Author: arrogant rehab legal warrant

hmmm interesting

(http://www.autoadmit.com/thread.php?thread_id=5874160&forum_id=2#49938244)