When I read the very 1st paragraph of this article, I had a series of mini revelations about how my mind works, and perhaps the minds of others. I'd appreciate it if you read it first (just the 1st paragraph), and then came back here to explore with me why I think it was interesting... Thanks for coming back!

So, my question is slightly loaded, because I have what is called 'aphantasia', and reading this paragraph made me wonder whether the way non-aphants think (around 96% of the population) was fairly represented by this writer.

When you pictured the scene, how specific was it? Did the follow-up descriptions the writer gives fairly mirror your own experience?

Because when I read it, I didn't get a visual 'picture' in my head, (there is nothing visual in my head, because I am an aphant) but I did imagine the scene conceptually. The thing is, for me the scene I imagined was absolutely abstracted. It was the idea of a person washing hands at a sink. There was little to no specificity. There was no bathroom or kitchen, circular or square sink in my inner imagination. There was no specific person, man or woman, black or white, no specific way their hands moved, no specific relationship between the redness of the liquid, and what it might be (i.e. blood or paint). I just imagined an abstracted set of related ideas: person, washing hands, sink, red. That was it.

So when the writer goes on to then assume everyone pictured something really specific, that made me wonder: is the abstractness of aphantasic thinking universal? Do aphants always imagine in a kind of realm of Platonic ideals? Do none aphants always picture specific things? How much of the writer's assumption here is fair, given that we ALL sit on the spectrum of mental visual imagination? What are the social implications of these different ways of thinking?

What happened in your mind when you read this paragraph? I am intrigued to know, and where you usually sit on the spectrum of visual imagination.

I was nineteen, maybe twenty, when I realized I was empty-headed. I was in a college English class, and we were in a sunny seminar room, discussing “For Whom the Bell Tolls,” or possibly “The Waves.

On December 15, 1811, the London Statesman issued a warning about the state of the stocking industry in Nottingham. Twenty thousand textile workers had lost their jobs because of the incursion of automated machinery.

This is a 1 hour general-audience introduction to Large Language Models: the core technical component behind systems like ChatGPT, Claude, and Bard. What they are, where they are headed, comparisons and analogies to present-day operating systems, and some of the security-related challenges of this new computing paradigm. As of November 2023 (this field moves fast!).

Context: This video is based on the slides of a talk I gave recently at the AI Security Summit. The talk was not recorded but a lot of people came to me after and told me they liked it. Seeing as I had already put in one long weekend of work to make the slides, I decided to just tune them a bit, record this round 2 of the talk and upload it here on YouTube. Pardon the random background, that's my hotel room during the thanksgiving break.

• Slides as PDF: https://drive.google.com/file/d/1pxx_ZI7O-Nwl7ZLNk5hI3WzAsTLwvNU7/view?usp=share_link (42MB)
• Slides. as Keynote: https://drive.google.com/file/d/1FPUpFMiCkMRKPFjhi9MAhby68MHVqe8u/view?usp=share_link (140MB)

Few things I wish I said (I'll add items here as they come up): - The dreams and hallucinations do not get fixed with finetuning. Finetuning just "directs" the dreams into "helpful assistant dreams". Always be careful with what LLMs tell you, especially if they are telling you something from memory alone. That said, similar to a human, if the LLM used browsing or retrieval and the answer made its way into the "working memory" of its context window, you can trust the LLM a bit more to process that information into the final answer. But TLDR right now, do not trust what LLMs say or do. For example, in the tools section, I'd always recommend double-checking the math/code the LLM did. - How does the LLM use a tool like the browser? It emits special words, e.g. |BROWSER|. When the code "above" that is inferencing the LLM detects these words it captures the output that follows, sends it off to a tool, comes back with the result and continues the generation. How does the LLM know to emit these special words? Finetuning datasets teach it how and when to browse, by example. And/or the instructions for tool use can also be automatically placed in the context window (in the “system message”). - You might also enjoy my 2015 blog post "Unreasonable Effectiveness of Recurrent Neural Networks". The way we obtain base models today is pretty much identical on a high level, except the RNN is swapped for a Transformer. http://karpathy.github.io/2015/05/21/rnn-effectiveness/ - What is in the run.c file? A bit more full-featured 1000-line version hre: https://github.com/karpathy/llama2.c/blob/master/run.c

Chapters: Part 1: LLMs 00:00:00 Intro: Large Language Model (LLM) talk 00:00:20 LLM Inference 00:04:17 LLM Training 00:08:58 LLM dreams 00:11:22 How do they work? 00:14:14 Finetuning into an Assistant 00:17:52 Summary so far 00:21:05 Appendix: Comparisons, Labeling docs, RLHF, Synthetic data, Leaderboard Part 2: Future of LLMs 00:25:43 LLM Scaling Laws 00:27:43 Tool Use (Browser, Calculator, Interpreter, DALL-E) 00:33:32 Multimodality (Vision, Audio) 00:35:00 Thinking, System 1/2 00:38:02 Self-improvement, LLM AlphaGo 00:40:45 LLM Customization, GPTs store 00:42:15 LLM OS Part 3: LLM Security 00:45:43 LLM Security Intro 00:46:14 Jailbreaks 00:51:30 Prompt Injection 00:56:23 Data poisoning 00:58:37 LLM Security conclusions End 00:59:23 Outro

Start exploring the riches of cinema with an extended free trial at https://mubi.com/likestoriesofold

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About this video essay: We've all felt it: the movies have changed. But how so exactly, and why? And what can be done about it? In this extensive critique, I try to capture the decline of modern cinema in one unifying theory.

00:00 The Marvelization of Cinema 01:52 What is Storytelling Entropy? 06:26 Hollow Franchises 11:15 Meta-References to Nowhere 17:40 Corporate Passion 25:23 Breaking the Cycle 33:08 Meaningful Engagement

Further Reading: Like Stories of Old – The Complete Reading List: https://kit.co/likestoriesofold/reading-list 10 Books that changed my life: https://kit.co/likestoriesofold/10-books-that-changed-my-life 10 More books that inspired my thinking: https://kit.co/likestoriesofold/10-more-books-that-inspired-my-thinking

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Media included: 12 Angry Men; 2001 A Space Odyssey; A Good Day to Die Hard; A Hidden Life; Aftersun; Ahsoka; Alien; Alien vs. Predator; Aliens; Ant-Man and the Wasp Quantumania; Asteroid City; Avengers Age of Ultron; Avengers Endgame; Avengers Infinity War; Babylon; Barbie; Batman Begins; Batman v Superman; Blade Runner 2049; Captain America Civil War; Captain America The First Avenger; Captain America The Winter Soldier; Citadel; Deadpool; Decision to Leave; Die Hard; Doctor Strange in the Multiverse of Madness; Dune; Dungeons and Dragons; Eternals; Foundation; Fast X; Free Guy; Game of Thrones; Ghostbusters Afterlife; Ghosted; Gladiator; Godzilla; Godzilla vs Kong; Goodfellas; Inception; Indiana Jones and the Dial of Destiny; Invasion of the Body Snatchers; Iron Man 3; Iron Man; John Wick Chapter 3 & 4; Jurassic Park; Jurassic World; Jurassic World Dominion; Lawrence of Arabia; Loki; Mission Impossible 1, 2, Fallout, Rogue Nation & Dead Reckoning; Moon Knight, Obi-Wan Kenobi; Ocean's Eleven; Once Upon a Time in Hollywood; Past Lives; Predator 1 & 2; Red Notice; Secret Invasion; Seven Samurai; Shang-Chi; She-Hulk; Spiderman 1 & 2; Spider-Man No Way Home; Star Wars A New Hope, The Empire Strikes Back, Return of the Jedi, The Phantom Menace, The Revenge of the Sith, The Force Awakens, The Last Jedi & the Rise of Skywalker; Synecdoche New York; Terminator 1, 2 & Dark Fate; The Dark Knight, The Amazing Spider-Man 2; The Avengers; The Fabelmans; The Falcon and the Winter Soldier; The Flash; The Godfather 1 & 2; The Gray Man; The Hobbit Trilogy; The Lord of the Rings Trilogy; The Rings of Power; The Matrix 1 & 4; The Mummy; The Prestige; The Thing; The Witcher; Thor Love and Thunder; Thor Ragnarok; Thor The Dark World; Top Gun; Top Gun Maverick; Transformers Rise of the Beasts; Uncharted

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Music: Dexter Britain - Hoursglass Jo Blankenburg - Dirt Dexter Britain - Your Own World Alaskan Tapes - Swimming and Dancing and Floating in Circles Dexter Britain - Headspace Cultus - Between Mountains Dexter Britain - Air Dexter Britain - Raising

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A dazzlingly fast chatbot cannot replace the authentic and reflective voice of a thinking, living human being.

With this declaration in The Order of Things (1966), the French philosopher Michel Foucault heralded a new way of thinking that would transform the humanities and social sciences.

With this declaration in The Order of Things (1966), the French philosopher Michel Foucault heralded a new way of thinking that would transform the humanities and social sciences.

I am looking for examples of (pop) cultural events/releases that were delayed or cancelled because an unforeseeable event eerily echoed their content in some way.

For instance, I just discovered that Kylie Minogue's 6th album 'Impossible Princess' was delayed by almost a year because Princess Diana died just before its planned release in 1997 (obviously because of the proposed title).

What other cultural creations suffered similar setbacks because of absolutely unpredictable circumstances (so-called 'Black Swan' events)? Three others that came to mind were:

• Nintendo's recent delay of 'Advance Wars 1+2: Re-Boot Camp' for the Switch because of the war in Ukraine.

• The infamous summer 2001 trailer for Spiderman depicted a helicopter suspended between the World Trade Towers. This scene then, quite possibly because of the events of 9/11, never made it into the final movie.

• And a more obscure one... the recall and reissue of UK Indie band The Bluetones' single 'Cut Some Rug', because the artwork depicted a classroom emptying... an image that then eerily echoed the tragic school shooting at Dunblane school in 1996.

All four of these examples are because of a serious, tragic event taking place that strangely echoed their proposed content. These are the kind of things I am thinking about, though they need not necessary be considered 'tragic' to count.

A Primer on AI in/from the Majority World is a curated collection of over 160 thematic works that serve as pathways to explore the presence of artificial intelligence and technology in the geographic regions that are home to the majority of the human population. Instead of assuming that knowledge and innovations move out of the so-called centers of Europe and the United States to the rest of the world, thinking from the “majority world” (a term coined by Bangladeshi photographer Shahidul Alam) means tracing emerging forms of knowledge, innovation, and labor in former and still-colonized spaces. “Majority world” defines a community in terms of what it has, rather than what it lacks.

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.

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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

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Burn Water - Nostalgia Dreams

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Producer: Dagogo Altraide

This video critiques memes. It doesn't aim at judging which memes are based and which are cringe, nor at declaring this or that meme to be dead, but rather at explaining and critiquing the concept of the meme, starting with the original meaning as Richard Dawkins defined it.

Relevant Titles

The Memeing of Mark Fisher by Mike Watson https://www.waterstones.com/book/memeing-of-mark-fisher-the/mike-watson//9781789049336

Support Zero Books on Patreon: https://www.patreon.com/zerobooks Subscribe: http://bit.ly/SubZeroBooks Facebook: https://www.facebook.com/ZeroBooks/ Twitter: https://twitter.com/zer0books

Zero Books Manifesto:

The modern world is at an impasse. Disasters scroll across our smartphone screens and we’re invited to like, follow or upvote, but critical thinking is harder and harder to find. Rather than connecting us in common struggle and debate, the internet has sped up and deepened a long-standing process of alienation and atomization.

Zero Books aims to work against this trend.

Technology surrounds us and is everywhere, but how this technology is made and who really benefits from it and who does not, are still important questions to be investigated.

How can we imagine communities that are not shaped by the human superiority? Who are we in the light of eco-critical imaginaries? What constitutes us? Who are the others that are to be included in our community?

This two-day online symposium seeks to address the aforementioned questions by engaging the dialogue between philosophy, neuroscience, anthropology and art. It will take place on 17 & 18 September 2020. The symposium will be held in English, fully streamed online, participation is free.

Programme

17 SEPTEMBER, Thursday

11:00—11:15 Opening & Welcome Speeches: Rimvydas Petrauskas (Rector of Vilnius University); Jonas Dagys (Director of the Institute of Philosophy, Vilnius University), Kristupas Sabolius (organizer, Institute of Philosophy, Vilnius University).

MORNING SESSION Moderated by Daina Habdankaitė

11:15 —12:00 Catherine Malabou (Kingston University / University of California Irvine) Not Mandatory: When Addiction Replaces Law

12:00 —12:45 Vittorio Gallese (University of Parma / Columbia University / Humboldt Universität) The Empathic Body. Embodied Simulation and Experimental Aesthetics

12:45—13:00 Break

13:00—13:45 Kristupas Sabolius (Vilnius University / MIT) We Are Milieus

13:45—14:30 Panel discussion: Catherine Malabou, Vittorio Gallese, Kristupas Sabolius, Scott F. Gilbert, moderated by Elizabeth A. Povinelli

14:30 —15.30 Break

AFTERNOON SESSION Moderated by Ignas Šatkauskas

15:30 —16:15 Rita Šerpytytė (Vilnius University) The Challenge of the Subject in the Face of the Real

16:15 —17:00 Ruslanas Baranovas (Vilnius University) Grammatology and the Sadness of Being Human

17:00—17:45 Chiara Bottici (The New School for Social Research) Rethinking the Human Through the Philosophy of Transindividuality

17:45 —18:30 Panel discussion: Rita Šerpytytė, Ruslanas Baranovas, Chiara Bottici moderated by Catherine Malabou

This is part one of a two-part conversation with Fred Moten and Stefano Harney.  Fred Moten is the author of In The Break: The Aesthetics of the Black Radical Tradition, multiple volumes of poetry, and most recently the trilogy consent not to be a single being. Stefano Harney is the author of Nationalism and Identity: Culture and the Imagination in a Caribbean Diaspora. He also co-authored The Liberal Arts and Management Education: A Global Agenda for Change with Howard Thomas, and State Work: Public Administration and Mass Intellectuality. In 2013, Moten and Harney collaborated on The Undercommons: Fugitive Planning and Black Study a text that has been influential to both Josh and myself.  They graciously accepted the invitation to revisit this work, and their thinking in this time of pandemic and rebellion.  In this first portion of our conversation, we begin a discussion of the undercommons, the Academy, the general antagonism, solidarity, empathy, whiteness, politics, citizenship, Blackness, and patriarchy. We hope you enjoy part one of this discussion as much as we did, and we will be releasing part 2 next week. 

https://millennialsarekillingcapitalism.libsyn.com/wildcat-the-totality-fred-moten-and-stefano-harney-revisit-the-undercommons-in-a-time-of-pandemic-and-rebellion-part-1

Why can we imagine the ending of the world, yet not the ending of colonialism? We live the future of a past that is not our own. It is a history of utopian fantasies and apocalyptic idealization.

Why can we imagine the ending of the world, yet not the ending of colonialism? We live the future of a past that is not our own. It is a history of utopian fantasies and apocalyptic idealization.

Twenty years after Prince abandoned the Love Symbol to reclaim his own name, Soma Ghosh explores what lay behind this subversion of gender and racial identity May 2020 marks two decades since Prince reclaimed his real name after living as a symbol for seven years.

Twenty years after Prince abandoned the Love Symbol to reclaim his own name, Soma Ghosh explores what lay behind this subversion of gender and racial identity May 2020 marks two decades since Prince reclaimed his real name after living as a symbol for seven years.