The most prestigious law school admissions discussion board in the world.
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what “clicked” for ai/llms in 2022?
| Vivacious Fat Ankles | 08/25/26 |
| tan vengeful state incel | 08/25/26 |
| nudist messiness | 08/25/26 |
| tan vengeful state incel | 08/25/26 |
| odious adulterous address | 08/25/26 |
| indecent wagecucks | 08/26/26 |
| tan vengeful state incel | 08/26/26 |
| indecent wagecucks | 08/29/26 |
| Bistre cruise ship | 08/26/26 |
| Histrionic Magical Boiling Water | 08/28/26 |
| scarlet razzmatazz step-uncle's house | 08/25/26 |
| odious adulterous address | 08/25/26 |
| Light piazza mood | 08/26/26 |
| Exhilarant kitty cat | 08/26/26 |
| Histrionic Magical Boiling Water | 08/28/26 |
| stimulating bright hairy legs candlestick maker | 08/25/26 |
| nudist messiness | 08/25/26 |
| stimulating bright hairy legs candlestick maker | 08/25/26 |
| Histrionic Magical Boiling Water | 08/28/26 |
| odious adulterous address | 08/25/26 |
| slimy bossy bawdyhouse idiot | 08/25/26 |
| glassy native | 08/25/26 |
| Vivacious Fat Ankles | 08/26/26 |
| glassy native | 08/26/26 |
| Vivacious Fat Ankles | 08/26/26 |
| Exhilarant kitty cat | 08/25/26 |
| nudist messiness | 08/25/26 |
| Histrionic Magical Boiling Water | 08/25/26 |
| spectacular out-of-control old irish cottage scourge upon the earth | 08/26/26 |
| Histrionic Magical Boiling Water | 08/26/26 |
| flickering resort toaster | 08/26/26 |
| Fragrant unhinged parlor pervert | 08/26/26 |
| irradiated umber plaza | 08/26/26 |
| slimy bossy bawdyhouse idiot | 08/26/26 |
| spectacular out-of-control old irish cottage scourge upon the earth | 08/26/26 |
| internet-worthy arrogant forum dysfunction | 08/26/26 |
Poast new message in this thread
Date: August 25th, 2026 3:06 PM Author: Vivacious Fat Ankles for 30+ years, “ai” consisted of borderline useless proofs-of-concept. then, within a span of a year or two, dozens of companies were suddenly able to produce far, far more advanced and effective models. what sudden discovery/shift/dynamic allowed for this sea change? (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092219) |
Date: August 25th, 2026 3:08 PM Author: tan vengeful state incel CERN unlocked portal to other side of black hole hell from Event Horizon for demonic possession of computer shell multiverse seepage. Why do you think it's suddenly "shut down" after all this? (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092226) |
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Date: August 25th, 2026 4:53 PM Author: nudist messiness this not flame
the demons received the proper blood sacrifices imo |
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Date: August 25th, 2026 7:04 PM Author: tan vengeful state incel You bet your ass it's not flame bud (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092793) |
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Date: August 25th, 2026 4:53 PM Author: odious adulterous address (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092522) |
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Date: August 26th, 2026 11:16 AM Author: indecent wagecucks Unironically I believe Epstein was an ultraterrestrial who was preparing our realm for this event. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094073) |
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Date: August 26th, 2026 7:02 PM Author: tan vengeful state incel So he's not det then (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50095130) |
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Date: August 29th, 2026 3:05 PM Author: indecent wagecucks He simply exited our realm. It's uncanny. He "dies" after spending years more-or-less coordinating world events. Then Covid is ushered in months after his death and then LLMs go full bore.
The crazier part of my pet theory on this is that meetings between Epstein and major world figures are retroactively brought into existence as needed.
"Trump's going to release the Epstein files!" Oh weird, here are a bunch of photos and videos out of fucking nowhere showing them hanging out together.
Greater powers than we can imagine are at work. |
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Date: August 26th, 2026 1:23 PM Author: Bistre cruise ship Cr (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094419) |
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Date: August 28th, 2026 11:51 PM Author: Histrionic Magical Boiling Water (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50101020) |
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Date: August 25th, 2026 3:35 PM Author: scarlet razzmatazz step-uncle's house Seminal "Attention is All You Need" transformer paper in 2017. Nvidia launches V100 same year. BERT comes out in 2018. GPT comes out in 2019. Nvidia Launches A100 in 2020 (3x performance of V100) GPT-3 comes out 2020 H100 launches (5x of A100) 2022 GPT-4 comes out 2023 |
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Date: August 25th, 2026 4:54 PM Author: odious adulterous address yeah but your missing the demon and jew angles as other poasters have discussed itt (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092524) |
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Date: August 26th, 2026 6:37 PM Author: Light piazza mood (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50095083) |
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Date: August 26th, 2026 6:38 PM Author: Exhilarant kitty cat (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50095087) |
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Date: August 28th, 2026 11:51 PM Author: Histrionic Magical Boiling Water (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50101019) |
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Date: August 25th, 2026 4:46 PM Author: stimulating bright hairy legs candlestick maker Idk but whatever it is it happened in Israel, that much i do know (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092511) |
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Date: August 25th, 2026 4:53 PM Author: nudist messiness 180 monikor poast synergy (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092520) |
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Date: August 25th, 2026 5:55 PM Author: stimulating bright hairy legs candlestick maker Thanks brotha (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092655) |
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Date: August 28th, 2026 11:50 PM Author: Histrionic Magical Boiling Water (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50101018) |
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Date: August 25th, 2026 4:53 PM Author: odious adulterous address (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092521) |
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Date: August 25th, 2026 4:57 PM Author: slimy bossy bawdyhouse idiot (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092526) |
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Date: August 25th, 2026 7:19 PM Author: glassy native the tokenization process became faster and more workable. think of a 'classic' AI program like Dr. Sbaitso. it didn't really have a 'transformer' process behind its output. it mostly just took inputs and spat out a reply based on a lookup table of pre-programmed responses.
a modern Dr. Sbaitso would use a different system based on abstract representations of user inputs. it wouldn't just use a basic parsing tool to look at the text; the input text would be converted into a series of numerical values/tokens. these tokens would be placed into a mathematical vector space in relation to other tokens, which is why graphics cards are so important to this kind of processing.
modern Dr. Sbaitso would run the token through the vector space and then reconstruct a reply. it's no longer a direct Input(A) --> Program(B) --> Output(C) model. everything flows through the vector space before an output is rendered. |
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Date: August 26th, 2026 11:09 AM Author: Vivacious Fat Ankles was the tokenization itself a novel process? otherwise, what drove the suddenness of the change in viability? obviously the capital that’s been poured into the space since has helped, but it seems like there was a fundamental shift that occurred beforehand. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094068) |
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Date: August 26th, 2026 5:39 PM Author: glassy native in large part, yes. it was mostly theoretical prior to the 2010's. because in order to use the vector model, you have to grab up enormous amounts of data to create the initial tokens and initial 'weights' and models and so on, and that needed a large amount of storage space and computing power. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094992) |
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Date: August 26th, 2026 6:08 PM Author: Vivacious Fat Ankles interesting. ty. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50095049) |
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Date: August 25th, 2026 7:21 PM Author: Exhilarant kitty cat scale (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092836) |
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Date: August 25th, 2026 7:21 PM Author: nudist messiness better demons and better sigils (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092839) |
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Date: August 25th, 2026 8:07 PM Author: Histrionic Magical Boiling Water Rachmiel retired from XO to give AI all his attention, probably (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50092969) |
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Date: August 26th, 2026 5:41 PM Author: spectacular out-of-control old irish cottage scourge upon the earth Rach created an AI digital twin but because it is *his* digital twin the AI is also an absentee parent that largely ignores the board. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094996) |
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Date: August 26th, 2026 9:05 PM Author: Histrionic Magical Boiling Water 🤯🤯🤯 (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50095431) |
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Date: August 26th, 2026 11:18 AM Author: flickering resort toaster my understanding of it is that they realized chaining unimaginable amounts of COMPUTE together and brute forcing 'probabilistic' responses was simpler than trying to build a 'thinking/learning' AI. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094079) |
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Date: August 26th, 2026 11:43 AM Author: Fragrant unhinged parlor pervert this is what the human brain does anyway imo it has great neuron compute but sometimes people still just babble total stream of consciousness hallucinations like AI does exact same thing (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094164) |
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Date: August 26th, 2026 12:58 PM Author: irradiated umber plaza 2022 AI capex levels for US hyperscalers went hyperbolic-- in other words: too big, too rich, too expensive to fail |
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Date: August 26th, 2026 1:03 PM Author: slimy bossy bawdyhouse idiot AI Dungeon went viral and people tried GPT and wanted more. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50094334) |
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Date: August 26th, 2026 5:44 PM Author: spectacular out-of-control old irish cottage scourge upon the earth https://en.wikipedia.org/wiki/Generative_AI
GenAI is what changed. Chat GPT was released in the fall of 2022 and widely adopted in 2023. |
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Date: August 26th, 2026 6:20 PM Author: internet-worthy arrogant forum dysfunction crypto mining shit the bed so Nvidia needed to repurpose their GPUs to keep sales strong. All the early developer support was financed or subsidized by Nvidia (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2ГѓЖ’#50095058) |