The most prestigious law school admissions discussion board in the world.
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what “clicked” for ai/llms in 2022?
| Lake marvelous step-uncle's house | 08/25/26 |
| submissive orchestra pit incel | 08/25/26 |
| Silver bearded school cafeteria | 08/25/26 |
| submissive orchestra pit incel | 08/25/26 |
| Cerebral tanning salon partner | 08/25/26 |
| Glittery emerald house | 08/26/26 |
| submissive orchestra pit incel | 08/26/26 |
| Glittery emerald house | 08/29/26 |
| Brass concupiscible tattoo | 08/26/26 |
| Cyan scourge upon the earth resort | 08/28/26 |
| razzmatazz wagecucks lay | 08/25/26 |
| Cerebral tanning salon partner | 08/25/26 |
| Stubborn poppy shrine deer antler | 08/26/26 |
| aquamarine weed whacker ladyboy | 08/26/26 |
| Cyan scourge upon the earth resort | 08/28/26 |
| misanthropic party of the first part | 08/25/26 |
| Silver bearded school cafeteria | 08/25/26 |
| misanthropic party of the first part | 08/25/26 |
| Cyan scourge upon the earth resort | 08/28/26 |
| Cerebral tanning salon partner | 08/25/26 |
| outnumbered sickened blood rage menage | 08/25/26 |
| Painfully honest stage ratface | 08/25/26 |
| Lake marvelous step-uncle's house | 08/26/26 |
| Painfully honest stage ratface | 08/26/26 |
| Lake marvelous step-uncle's house | 08/26/26 |
| aquamarine weed whacker ladyboy | 08/25/26 |
| Silver bearded school cafeteria | 08/25/26 |
| Cyan scourge upon the earth resort | 08/25/26 |
| Erotic bateful kitty cat | 08/26/26 |
| Cyan scourge upon the earth resort | 08/26/26 |
| Electric Selfie | 08/26/26 |
| Dead Effete Nibblets | 08/26/26 |
| swashbuckling charcoal stag film rigpig | 08/26/26 |
| outnumbered sickened blood rage menage | 08/26/26 |
| Erotic bateful kitty cat | 08/26/26 |
| racy orange voyeur sweet tailpipe | 08/26/26 |
Poast new message in this thread
Date: August 25th, 2026 3:06 PM Author: Lake marvelous step-uncle's house 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092219) |
Date: August 25th, 2026 3:08 PM Author: submissive orchestra pit 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092226) |
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Date: August 25th, 2026 4:53 PM Author: Silver bearded school cafeteria this not flame
the demons received the proper blood sacrifices imo |
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Date: August 25th, 2026 7:04 PM Author: submissive orchestra pit incel You bet your ass it's not flame bud (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092793) |
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Date: August 25th, 2026 4:53 PM Author: Cerebral tanning salon partner (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092522) |
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Date: August 26th, 2026 11:16 AM Author: Glittery emerald house 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094073) |
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Date: August 26th, 2026 7:02 PM Author: submissive orchestra pit incel So he's not det then (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50095130) |
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Date: August 29th, 2026 3:05 PM Author: Glittery emerald house 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: Brass concupiscible tattoo Cr (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094419) |
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Date: August 28th, 2026 11:51 PM Author: Cyan scourge upon the earth resort (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50101020) |
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Date: August 25th, 2026 3:35 PM Author: razzmatazz wagecucks lay 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: Cerebral tanning salon partner 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092524) |
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Date: August 26th, 2026 6:37 PM Author: Stubborn poppy shrine deer antler (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50095083) |
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Date: August 26th, 2026 6:38 PM Author: aquamarine weed whacker ladyboy (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50095087) |
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Date: August 28th, 2026 11:51 PM Author: Cyan scourge upon the earth resort (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50101019) |
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Date: August 25th, 2026 4:46 PM Author: misanthropic party of the first part 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092511) |
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Date: August 25th, 2026 4:53 PM Author: Silver bearded school cafeteria 180 monikor poast synergy (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092520) |
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Date: August 25th, 2026 5:55 PM Author: misanthropic party of the first part Thanks brotha (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092655) |
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Date: August 28th, 2026 11:50 PM Author: Cyan scourge upon the earth resort (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50101018) |
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Date: August 25th, 2026 4:53 PM Author: Cerebral tanning salon partner (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092521) |
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Date: August 25th, 2026 4:57 PM Author: outnumbered sickened blood rage menage (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092526) |
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Date: August 25th, 2026 7:19 PM Author: Painfully honest stage ratface 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: Lake marvelous step-uncle's house 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094068) |
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Date: August 26th, 2026 5:39 PM Author: Painfully honest stage ratface 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094992) |
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Date: August 26th, 2026 6:08 PM Author: Lake marvelous step-uncle's house interesting. ty. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50095049) |
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Date: August 25th, 2026 7:21 PM Author: aquamarine weed whacker ladyboy scale (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092836) |
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Date: August 25th, 2026 7:21 PM Author: Silver bearded school cafeteria better demons and better sigils (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092839) |
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Date: August 25th, 2026 8:07 PM Author: Cyan scourge upon the earth resort Rachmiel retired from XO to give AI all his attention, probably (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50092969) |
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Date: August 26th, 2026 5:41 PM Author: Erotic bateful kitty cat 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094996) |
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Date: August 26th, 2026 9:05 PM Author: Cyan scourge upon the earth resort 🤯🤯🤯 (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50095431) |
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Date: August 26th, 2026 11:18 AM Author: Electric Selfie 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094079) |
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Date: August 26th, 2026 11:43 AM Author: Dead Effete Nibblets 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094164) |
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Date: August 26th, 2026 12:58 PM Author: swashbuckling charcoal stag film rigpig 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: outnumbered sickened blood rage menage AI Dungeon went viral and people tried GPT and wanted more. (http://www.autoadmit.com/thread.php?thread_id=5897084&forum_id=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50094334) |
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Date: August 26th, 2026 5:44 PM Author: Erotic bateful kitty cat 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: racy orange voyeur sweet tailpipe 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=2锞兾告触锟界锟絇HPSESSID=962c303388ae8b5678383d002493727e#50095058) |