This video explores the journey of AI language models, from their modest beginnings through the development of OpenAI's GPT models. Our journey takes us through the key moments in generative neural network research involved in next word prediction. We delve into the early experiments with tiny language models in the 1980s, highlighting significant contributions by researchers like Jordan, who introduced Recurrent Neural Networks, and Elman, whose work on learning word boundaries revolutionized our understanding of language processing. It leaves us with a question: what is thought? Is simulated thought, thought? Featuring Noam Chomsky Douglas Hofstadter Michael I. Jordan Jeffrey Elman Geoffrey Hinton Ilya Sutskever Andrej Karpathy Yann LeCun and more. (Sam altman)

My script, references & visualizations here: https://docs.google.com/document/d/1s7FNPoKPW9y3EhvzNgexJaEG2pP4Fx_rmI4askoKZPA

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This is the last video in the series "The Pattern Machine" you can watch it all here: https://www.youtube.com/playlist?list=PLbg3ZX2pWlgKV8K6bFJr5dhM7oOClExUJ

00:00 - Introduction 00:32 - hofstader's thoughts on chatGPT 01:00 - recap of supervised learning 01:55 - first paper on sequential learning 02:55 - first use of state units (RNN) 04:33 - first observation of word boundary detection 05:30 - first observation of word clustering 07:16 - first "large" language model Hinton/Sutskever 10:10 - sentiment neuron (Ilya | OpenAI) 12:30 - transformer explaination 15:50 - GPT-1 17:00 - GPT-2 17:55 - GPT-3 18:20 - In-context learning 19:40 - ChatGPT 21:10 - tool use 23:25 - philosophical question: what is thought?

A video about neural networks, function approximation, machine learning, and mathematical building blocks. Dennis Nedry did nothing wrong. This is a submission for #SoME3

My Links Patreon: https://www.patreon.com/emergentgarden Discord: https://discord.gg/ZsrAAByEnr

Links and Content: On Mathematical Maturity, Thomas Garrity: https://www.youtube.com/watch?v=zHU1xH6Ogs4 Earth Rotation Loop: https://www.youtube.com/watch?v=aiQdLP2mBJE Modeling Shell Surfaces: https://www.geogebra.org/m/xtv7zpn5 Fourier Features Paper: https://arxiv.org/abs/2006.10739 Code for mandelbrot/image approximations: https://github.com/MaxRobinsonTheGreat/mandelbrotnn Code for line/surface approximations: https://github.com/MaxRobinsonTheGreat/ManimApproximations

Music: https://youtube.com/@acolyte-compositions

Timestamps (0:00) Functions Describe the World (3:15) Neural Architecture (5:35) Higher Dimensions (11:55) Taylor Series (15:20) Fourier Series (21:25) The Real World (24:32) An Open Challenge

This paper discusses the emergent gameplay practice known as speedrunning, or the process of completing a game as quickly as possible without the use of cheats or cheat devices, and its relation to games as narrative spaces.

Ars Technica Article: https://arstechnica.com/information-technology/2023/02/man-beats-machine-at-go-in-human-victory-over-ai/?comments=1&comments-page=1 PC Gamer Article: https://www.pcgamer.com/a-human-has-beat-an-ai-in-possibly-the-most-complex-board-game-ever/ Far.AI Research Team's Site: https://goattack.far.ai/adversarial-policy-katago#contents Far.AI Research Team's Paper: https://arxiv.org/pdf/2211.00241.pdf AI Sensei: https://ai-sensei.com/

Nick's Patreon: https://www.patreon.com/nicksibicky

Intro Music from my "Moonfound" Project: https://moonfound.bandcamp.com/album/the-small-ep

When I was studying for my doctorate, in the late 1960s, we budding anthropologists read a book called Ideas on Human Evolution, a collection of then-recent papers in the field. With typical graduate-student arrogance, I pronounced it “too many ideas chasing too little data.

When I was studying for my doctorate, in the late 1960s, we budding anthropologists read a book called Ideas on Human Evolution, a collection of then-recent papers in the field. With typical graduate-student arrogance, I pronounced it “too many ideas chasing too little data.

The Japanese newspaper The Mainichi first reported on the marital troubles back in January, with the New York Times providing further details this week.

The Japanese newspaper The Mainichi first reported on the marital troubles back in January, with the New York Times providing further details this week.

Art takes a unique combination of skill, creativity the very human element of aesthetic taste. But what if the visual arts also fall to AI. In this episode we discuss Dall-E 2, a powerful text to image generator that's set to shake things up.

A.I. Playlist: https://youtube.com/playlist?list=PL0iVR8sl9TiXmZUgZSZOpGFouuFNieqgP

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--- About ColdFusion --- ColdFusion is an Australian based online media company independently run by Dagogo Altraide since 2009. Topics cover anything in science, technology, history and business in a calm and relaxed environment.

» ColdFusion Discord: https://discord.gg/coldfusion » Podcast I Co-host: https://www.youtube.com/channel/UC6jKUaNXSnuW52CxexLcOJg » Twitter | @ColdFusion_TV » Instagram | coldfusiontv » Facebook | https://www.facebook.com/ColdFusioncollective » Podcast Version of Videos: https://open.spotify.com/show/3dj6YGjgK3eA4Ti6G2Il8H https://podcasts.apple.com/us/podcast/coldfusion/id1467404358

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--- "New Thinking" written by Dagogo Altraide --- This book was rated the 9th best technology history book by book authority. In the book you’ll learn the stories of those who invented the things we use everyday and how it all fits together to form our modern world. Get the book on Amazon: http://bit.ly/NewThinkingbook Get the book on Google Play: http://bit.ly/NewThinkingGooglePlay https://newthinkingbook.squarespace.com/about/

Sources:

https://cdn.openai.com/papers/dall-e-2.pdf

https://fortune.com/2022/04/06/openai-dall-e-2-photorealistic-images-from-text-descriptions/

https://www.engadget.com/open-a-is-dall-e-2-produces-fantastical-images-of-most-anything-you-can-imagine-170056814.html

https://www.engadget.com/the-morning-after-open-ai-dall-e-2-images-111840375.html

https://towardsdatascience.com/generating-images-from-prompts-using-clip-and-stylegan-1f9ed495ddda

My Music Channel: https://www.youtube.com/channel/UCGkpFfEMF0eMJlh9xXj2lMw

//Soundtrack//

Burn Water - Nostalgia Dreams

no spirit - leaves covered by snow

Burn Water - Does it Get Easier (clean)

Nils Frahm - You (Teen Daze Rework)

Jon Hopkins - The Wider Sun

Ben Böhmer - Flug & Fall

Kidnap Kid - Moments (feat. Leo Stannard)

Hammock - Wasted We Stared at the Ceiling

Burn Water - Fate

» Music I produce | http://burnwater.bandcamp.com or » http://www.soundcloud.com/burnwater » https://www.patreon.com/ColdFusion_TV » Collection of music used in videos: https://www.youtube.com/watch?v=YOrJJKW31OA

Producer: Dagogo Altraide

You have full access to this article via your institution. Sci-Hub, the popular website that offers access to millions of pirated research papers and books, is no stranger to legal action.

Every day, the mail still comes. My postal carrier drives her proud van onto the street and then climbs each stoop by foot. The service remains essential, but not as a communications channel. I receive ads and bills, mostly, and the occasional newspaper clipping from my mom.

Susan Stewart (Public Domain Review, 02/09/2022), "A Paper Archaeology: Piranesi's Ruinous Fantasias": "the grotteschi--their broken statues, columns, tombs, roundels, reliefs, herms, cornucopias, shells, fasces, cameos, trumpets, bones, skulls, chains, mooring rings, and urns; their half-erased or faint inscriptions, rosettes, portraits, egg-and-dart moldings; their hazy skies, intimations of the sea, pines and palms, cascades, broken sticks and weeds, entwined with snakes and vines." Piranesi: Opere varie di architettura, prospettiva, groteschi, antichità; Vedute di Roma; Le Antichità Romane - Tomo Primo, Secondo, Terzo, Quarto; Vasi, candelabri, ... ; Le rovine del castello dell'Acqva Givlia; Carceri d'invenzione; etc.. Previously.

How real are you? What if everything you are, everything you know, all the people in your life as well as all the events were not physically there but just a very elaborate simulation? Philosopher Nick Bostrom famously considered this in his seminal paper “Are you living in a computer simulation?,

In a new paper, published in Trends in Ecology and Evolution, the team sets out how these insights can be used to forecast the future of ecosystem services such as climate change mitigation, food provisioning and clean water.

The document was a single, bright red sheet of paper, crowded with close-set black type. Different kinds of lines and arrows connected in wild formulations, linking George Soros with the Illuminati, various stars of the UFO community with their alleged handlers, the CIA with Alex Jones.

The document was a single, bright red sheet of paper, crowded with close-set black type. Different kinds of lines and arrows connected in wild formulations, linking George Soros with the Illuminati, various stars of the UFO community with their alleged handlers, the CIA with Alex Jones.

i know that steamed hams isnt the most current meme but its one of my favorites

frames drawn with charcoal pencil on regular 8.5x11 copy paper frames scanned with my brother mfc-7420

frames edited with the gimp video edited/rendered with kdenlive

Rosemary Woodhouse has unwrapped a piece of steak from its waxy brown paper. She cuts it in half and drops it into a hot pan. It sizzles. She flips it. She takes it out after a few seconds and places it on a floral plate. Slicing a corner, she eats quickly, happily.

Science is a network, each paper linking those that came before with those that followed. In an exclusive analysis, researchers have delved into Nature's part of that network. We explore their results, taking you on a tour of 150 years of interconnected, interdisciplinary research, as represented by Nature's publication record.

Explore the network yourself: https://www.nature.com/articles/d41586-019-03165-4 Read more: https://www.nature.com/collections/eidahgdici/

British newspapers can legitimately mock parrots and compare them to psychopaths, the press regulator has ruled, after an unsuccessful complaint that the Daily Star misrepresented the emotions of a pet bird.