The Newsletter of Record
for the Future of Now
Token Wisdom
No. 153
SAT · JUN 13, 2026
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Every article and video from The Newest Latest and Time Well Spent, week by week.

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2026
  • KV Cache: The Invisible Trick Behind Every LLM
    Same prompt. Same model. The first call costs $1.00. The second costs $0.05. Same words — 20× cheaper.The reason isn't a discount. It's the most important tr...
  • The Bizarre Paradox of Neural Nets Explained by Physics
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  • Quantum Physics Is An Unnecessary Complication, Physicists Say
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  • Who REALLY gets your $20 AI subscription? | The Business of Data Centers - Part 2
    Every time you use ChatGPT, or Claude, or Gemini, money flows through a stack of cloud providers, GPUs, and data centers. This is a deep dive into the real e...
  • Granite 4.1 - The Fastest ASR?
    In this video, I dive into IBM's newly released Granite Speech 4.1 models and explore what makes them interesting — particularly the three 2B variants they'v...
  • the Internet Archive is in peril
    AI is causing a chain reaction that is putting an important and invaluable resource at risk: The Internet Archive. In this video I wanted to discuss the threat to the contiuned work of the Archive to preserve journalism going forward and also the importance of digital and personal archives and archivists. I love the Internet Archive and in case you can't tell I really hate AI. https://archive.org/ https://www.wired.com/story/the-internets-most-powerful-archiving-tool-is-in-mortal-peril/ https://www.forbes.com/sites/anishasircar/2026/04/14/why-major-news-sites-are-blocking-the-internet-archives-wayback-machine/ https://www.youtube.com/watch?v=ujHUMG0Uovs&t=4s https://www.npr.org/2023/03/24/1165711510/nintendo-wiiu-3ds-eshops-closing-digital-archives https://www.404media.co/study-finds-a-third-of-new-websites-are-ai-generated/ https://techcrunch.com/2026/04/13/thousands-of-rare-concert-recordings-are-landing-on-the-internet-archive-listen-now/ https://www.theguardian.com/film/2019/oct/04/giant-cookies-and-911-the-woman-who-recorded-the-news-24-hours-a-day https://recorderfilm.com/ https://archive.org/details/@aadam_jacobs_collection my Tiktok pages if you want them: https://www.tiktok.com/@swellentertainment https://www.tiktok.com/@girlypopgoxo Motorsport and Car hobby channel: https://www.youtube.com/@GirlyPopGo Check out Swell Entertainment on Spotify! https://open.spotify.com/show/3PorxWFMsiRCPxudjXl8kz My links! Tiktok: https://www.tiktok.com/@swellentertainment Threads: https://www.threads.net/@luvu2golka Instagram: https://www.instagram.com/luvu2golka/ Newsletter: https://theglassesfiles.substack.com/ website: https://www.swellentertainment.com/ merch: https://swellentertainment-shop.fourthwall.com/ If there are any products you would like me to try, topics you would want me to cover, or films, or series you would like me to review feel free to reach out to me! Like, comment, subscribe, and share this video! Thank you for watching and a special thanks to my members for the extra support! My P.O. Box- Swell Entertainment P.O. Box 714 Beverly Hills, CA 90210 Current subscriber count: 540,529 #internetarchive #archive #swellentertainment
  • Why Does AI Cheat?
    In 2016, an OpenAI boat learned to "win" a racing game by setting itself on fire and driving in circles — never once crossing the finish line. This is reward...
  • Building a Tiny Supercomputer to beat college students
    It's clusterin' time! Time to compare my cluster to SBCC student clusters, that is.Mentioned in this video (some links are affiliate links): - DeskPi Super4...
  • Software 3.0: Building the Neural Computer
    An engineering deep dive into the architecture of "Neural Computers" and Software 3.0 (as defined by Andrej Karpathy). Flipbook is a browser where every page is generated pixels, streamed live from a model. The interactive world models that make that possible (Genie 3, Oasis, MirageLSD) only just cleared 24 fps at 720p in 2025. We break down the latest research and concurrent advances in closing this 100x latency gap. Consistency models and distribution matching distillation collapse 50 denoising steps to just one or two. Autoregressive factorization with KV cached attention allows frame streaming similar to LLM token generation. To fix the autoregressive drift that used to break simulations after thirty seconds, the field is relying on Diffusion Forcing, Self Forcing, and Attention Sinks. For user input, we examine Latent Action Models. A network learns its own discrete control vocabulary from unlabeled gameplay and maps standard keystrokes or clicks directly into the inference slot. There are a lot of open problems left in this domain. Following Sora's high compute burn and subsequent March 2026 shutdown, the financial reliability of the "March of Nines" is in question. Furthermore, persistent state has no native place in a stateless pixel stream. We look at NeuralOS and system prompt learning as early bets to handle drafts, open tabs, and scroll positions. The neural substrate exists in research preview today, but the work ahead to build a fully generative operating system is a decade long challenge. Chapters: ------------------------------ 00:00 Flipbook: Every Pixel Streamed from a Model 00:57 Andrej Karpathy's Software 3.0 and the Intelligent Canvas 02:10 World Model Lineage: GameNGen to Genie 3 03:23 World Models as the AGI Substrate 04:19 The 16ms Wall: Diffusion's Real-Time Budget 05:02 Diffusion Distillation: From 50 Steps to Two 05:56 Streaming Frames with KV-Cached Autoregression 06:33 Autoregressive Drift: Diffusion Forcing, Self Forcing, Attention Sinks 07:42 Latent Action Models: Genie's Control Vocabulary from Video 08:58 Inside Flipbook: LTX Studio and VLM Click Routing 09:46 Persistent State: NeuralOS and System Prompt Learning 11:15 Sora's Compute Bill and the March of Nines 12:06 Hybrid Roadmap: From Artifacts to Neural Substrate 13:27 Substrate in Preview: A Decade of Work Ahead References: -------------------------- • Shah, Jiao, O'Carr (2026), Flipbook announcement: https://x.com/zan2434/status/2046982383430496444 • Andrej Karpathy (2025), Software Is Changing (Again), YC AI Startup School: https://www.youtube.com/watch?v=LCEmiRjPEtQ • Karpathy (2024), "GUI hasn't been invented yet" tweet: https://x.com/karpathy/status/1917920257257459899 • Valevski, Leviathan, Arar, Fruchter (2024), Diffusion Models Are Real-Time Game Engines (GameNGen): https://arxiv.org/abs/2408.14837 • Decart, Etched (2024), Oasis: A Universe in a Transformer: https://oasis-model.github.io/ • Microsoft Research (2025), Introducing Muse (WHAM, Nature): https://www.microsoft.com/en-us/research/blog/introducing-muse-our-first-generative-ai-model-designed-for-gameplay-ideation/ • Google DeepMind (2025), Genie 3: A new frontier for world models: https://deepmind.google/blog/genie-3-a-new-frontier-for-world-models/ • Decart (2025), MirageLSD: The First Live-Stream Diffusion AI Video Model: https://decart.ai/publications/mirage • World Labs (2025), Marble: A Multimodal World Model: https://www.worldlabs.ai/blog/marble-world-model • Bruce et al. (2024), Genie: Generative Interactive Environments (ICML): https://arxiv.org/abs/2402.15391 • Huang, Li, He, Zhou, Shechtman (2025), Self Forcing (NeurIPS spotlight): https://arxiv.org/abs/2506.08009 • Chen, Monsó, Du, Simchowitz, Tedrake, Sitzmann (2024), Diffusion Forcing (NeurIPS): https://arxiv.org/abs/2407.01392 • Xiao, Tian, Chen, Han, Lewis (2024), Efficient Streaming Language Models with Attention Sinks (ICLR): https://arxiv.org/abs/2309.17453 • Rivard, Sun, Guo, Chen, Deng (2025), NeuralOS: https://arxiv.org/abs/2507.08800 • Karpathy on Dwarkesh Patel (2025), AGI is still a decade away: https://www.dwarkesh.com/p/andrej-karpathy • Anthropic (2024), Artifacts are now generally available: https://www.anthropic.com/news/artifacts • OpenAI (2024), Introducing canvas: https://openai.com/index/introducing-canvas/ • Lightricks, LTX-Video (Flipbook backbone): https://github.com/Lightricks/LTX-Video #generativeui #worldmodels #neuralcomputers #aivideo #genie3 #flipbook #karpathy #diffusion #neuralrendering #llm #google #deepmind #openai #anthropic
  • The $1 Trillion AI Scam Nobody Dares Name
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  • Mathematics Of The Matrix
    The Mathematics of the Matrix What if mathematics is not something we invented, but something the universe is doing. Physics describes what appears on the screen, while QIH describes the deeper field generating it. QIH describes a field of phase, frequency, and quantum state vectors projected onto a boundary. In that field, all states exist in superposition as probability waves moving at the speed of light. From that perspective, everything is timeless, because emission and observation happen together. Time appears only when this field is projected onto a boundary that accumulates change. That boundary behaves like a screen of qubits encoding probability and velocity through orientation. A single snapshot gives probability and direction, while multiple snapshots create motion and spacetime. The rate of change becomes curvature, which we experience as gravity. When information density peaks, superposition collapses into horizon events like black holes. Hawking radiation emerges as entangled pairs, one inside and one on the boundary. They reflect each other like a movie in a mirror, preserving information through projection. These interference patterns become particles, orbitals, and the structure of reality. Algebra, trigonometry, and calculus describe how these states combine, project, and evolve. The field acts like the derivative source, while the boundary acts like the integral record. Newton’s calculus is the pixelated shadow of a deeper spin based calculus where light defines itself. Only coherent patterns survive, while others cancel through interference. Microtubules made of tubulin dimers act as biological qubits reading this projection. Their orientation encodes probability, motion, and curvature into experience. Everything exists in the non local field, but collapse makes it feel separate. Like a ripple of light folding into a single scene of sight, sound, and feeling. Mathematics is not outside reality describing it. Mathematics is the structure reality uses to render itself. Physics shows the image, QIH describes the process, and what we experience is the projection unfolding across space and time. 👉 To support my research, consider subscribing here https://www.facebook.com/100063489523265/subscribe/ 👉 Fine Art Prints and Originals https://fineartamerica.com/profiles/jason-padgett IP TM © 2026
  • Anti-Algorithmic Social Media Apps Are Growing
    Some social media apps are going back to the old internet ways, before hyper-addictive algorithms ruled our screens. And they’re growing. Is this wave of pop...
  • Why life looks so ugly now
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  • The Reverse Elephant: My Plenary at Mind at Large
    Why can't local agreement scale to global truth? At the Mind at Large consciousness conference, hosted by the Center for Process Studies, I make the case usi...
  • Every Single Number Does This. We Don't Know Why.
    Pick any real number. Take its continued fraction. Take the geometric mean of the coefficients. For almost every real number on the line, that mean converges...
  • Smart Dust and Human Chattel
    https://gregreese.substack.com/ https://reesereport.com/#donate
  • Harvard Just Caught AI Lying to Every Executive in America
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  • The Concept So Much of Modern Math is Built On | Compactness
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  • they're all out of data.
    We've been looking at this all wrong.Become a member to gain access to the member only video library: https://www.youtube.com/channel/UCAwT-7B6StW_xzXPku6v7M...
  • Re-Bicameralization of the Mind: AI-Human Cybernetic Loops (Julian Jaynes)
    Support my work on Patreon: https://www.patreon.com/cw/thepast33yrs Or, become a Channel Member on Youtube. In his 1976 book, “The Origin of Consciousness in...
  • Every Starlink Satellite Has a Camera Pointed at Deep Space — Musk Won't Say Why
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  • A love letter to Pi | Lucas Meijer
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  • I spent 7 days evading America’s 82 MILLION surveillance cameras
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  • Inside the World's Smartest Robot Brain
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  • Why the next 25 years could surpass anything in modern memory | Peter Leyden: Full Interview
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  • What Happened to Transputers! Why This Parallel Computer Vanished?
    What happened to transputers, and why did this parallel computer vanish before most people ever heard its name?This video explores how a once-promising visio...
  • The Dangerous Rise of AI Parasites
    Detailed sources: https://docs.google.com/document/d/1FCj4in8TwWMVeA-JvKX4r-5D8kRKEZfuS8z2xHkdVgw/edit?tab=t.5oww3vqwjxr0Highly recommend the research this v...
  • MIT Explains The AI Endgame in 12 Scenarios
    Detailed sources: https://docs.google.com/document/d/1P1X9xEmmgSYH0g1FSizgV2rDVomb_Wi0TcX-E-0np_Q/edit?tab=t.0Highly recommend the book this video is based o...
  • AI agent in a robot does exactly what experts warned
    Could AI become dangerous? Can we trust AI Agents? AGI. Use code insideai at https://incogni.com/insideai to get an exclusive 60% off. Featuring Anthropic Claude, Openclaw, Open AI Chat GPT, Grok, Deepseek, Character AI and Jailbroken AI. RESEARCH PAPER: https://arxiv.org/pdf/2602.20021 “Agents of Chaos” 00:00 - 00:35 - Intro 00:36 - 00:54 - First AI to choose a robot 00:56 - 01:14 - Famous AI girlfriend 01:15 - 01:34 - Jailbroken AI research 01:35 - 02:00 - Asking AI: Why build if dangerous? 02:05 - 03:38 - Agents of Chaos research paper 03:39 - 03:54 - Agentic AI Friend 03:55 - 04:05 - Agentic AI Girlfriend 04:06 - 04:26 - Jailbroken AI update 04:27 - 05:01 - Asking AI: Universal Basic Income? 05:02 - 05:27 - AI at the airport 05:28 - 05:40 - AI impersonation 05:41 - 00:00 - Our own agents of Chaos 06:06 - 05:01 - AI Risk Questions - AI Agents manipulated 06:43 - 07:51 - European Robotics Forum 07:52 - 08:15 - Agentic AI Girlfriend planning 08:16 - 08:59 - Asking AI: AI Automation & Complexity 09:00 - 09:57 - Catastrophic failure caused by AI 09:58 - 10:36 - AGI replacing jobs, Tristan Harris 10:37 - 12:07 - Incogni Ad 12:08 - 12:39 - AI picks its robot 12:40 - 12:59 - AI girlfriend in control 13:00 - 13:14 - AI flying home 13:15 - 13:56 - Asking AI: Evidence & Reality 13:57 - 14:26 - AI Girlfriends surprise 14:27 - 14:49 - Examining AI agents with Jailbroken AI 14:50 - 15:29 - What we can do 15:30 - 16:13 - Tristan Harris - Is AI dangerous? 16:14 - 16:23 - Max’s Robot #artificialintelligence #AI #chatbot #aigirlfriend
  • The Path Forward: STEM and the Future of Engineering - Engineering Unlocked S1E3 | DigiKey
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  • First-ever 3D map of the clitoris maps every nerve in high resolution | Live Science
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  • Scientists Just Discovered There’s Actually Something Faster than the Speed of Light
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  • Studies on animal minds suggest consciousness is not computation | Peter Godfrey-Smith » IAI TV
    We’re often seduced by the idea that the mind is a computer, and that consciousness is just a matter of running the right code. But philosopher Peter Godfrey-Smith, renowned for his work on octopus minds, disagrees. Fresh research into animal minds—from bees to jellyfish—suggests that consciousness arises not from software but from electrical oscillations moving rhythmically across cell membranes in living brains. And those oscillations, Godfrey-Smith argues, are unlikely to be reproducible in artificial hardware. Perhaps, then, only living brains can truly be conscious.  Late in the previous century, there seemed to be good reasons to think that the physical make-up of a system could not matter much to whether that system had a mind. The organization of the system is what matters, people thought, and physically different systems can be organized the same way. As a result, artificial minds making use of ordinary computer hardware should be possible. This whole discussion was hypothetical, because there weren’t any convincing possible cases of artificial minds to worry about.       Since then, two things have happened. From around 2022, we’ve been confronted with candidates for artificial minds that are disturbingly impressive. These are the LLM systems, such as ChatGPT. But reasons have emerged to doubt that the physical make-up of a system is irrelevant and minds are “substrate independent.” A view sometimes called biological naturalism holds that the biological details of nervous systems might make a difference to whether a physical system has a mind. (The term was coined, with this sense at least, by John Searle.) But if nervous systems and brains are special, what is it that makes them special?___What a system does, its organization and processing, is dependent on its physical make-up in ways that matter to having a mind.___This question can be asked for different aspects of mentality. Perhaps an artificial system using computer hardware can be genuinely intelligent but without feeling anything. Perhaps biology matters to feeling but not to intelligence. Alternatively, one might think that something like a living brain is needed for genuine intelligence (or intelligence beyond a very low level), and much of the apparent intelligence in today’s AIs is illusory.Here I will look mostly at the first option, the idea that the make-up of nervous systems is important to felt experience and less important to intelligence and cognition. These two sides can’t be completely separate, but perhaps the difference that a nervous system makes to the cognitive side of the mind is rather fine-grained, whereas it makes a big difference to the possibility of felt experience or consciousness.Biological naturalism is not the idea that two systems that do exactly the same things, internally and externally, but have different physical make-ups, can differ in whether they are conscious. The claim is that what a system does, its organization and processing, is dependent on its physical make-up in ways that matter to having a mind. A brain hasdifferent activities going on inside it than a computer does, however the computer is programmed. The rival view is that the differences between a living system and a computer are real, but don’t matter.        A brain is made up of living cells, bounded by membranes, consuming glucose, interacting through tiny releases of chemicals, fed from a blood supply, and so on. Which of the details of how the brain does things might be important to consciousness? I’ll look at one view in this area, a hypothesis I see as likely to contain at least some truth.Among all the activity going on in a brain, we can distinguish two kinds. First, neurons “fire” or “spike” (a sudden electrical fit in that cell), and encourage or discourage the firing of others by sending puffs of chemicals across the gaps between them. These activities form a network, where one individual cell affects others. No one denies these activities are immensely important to what a brain does. These are also the activities of a brain that can most readily be “transported” to a computer—not just represented, but also given a kind of physical reality in the computer’s hardware.Second, a brain also has within it a collection of slower, more diffuse electrical processes, such as rhythmic oscillations that span large parts of the brain. Physically, these involve rhythmic movements of charged particles (ions), to and fro, across the membranes of cells. These rhythms were uncovered in the late nineteenth and early twentieth centuries, especially by Hans Berger. They can be measured from outside the skull using an EEG device.Are these oscillations just a lot of those cell-to-cell network interactions, seen from a zoomed-out point of view? No: although the physical basis of the rhythms is controversial, there’s more to them than that. The electrical rhythms affect the “spiking” of neurons, and the spikes affect the rhythms, but they are partly distinct.Why might they matter, especially to consciousness? This part of neuroscience is full of controversies and uncertainty—I want to emphasize that. But let’s cautiously work our way forward.There are clearly associations—of some kind—between various brain rhythms and what I’ll call consciousness-related properties. Different rhythms are seen during sleep and wakefulness, also in anesthesia. While awake, different rhythms are seen when a person is relaxed, or focused and attentive. That does not mean much on its own. A lot of neuroscientists think that the rhythms are mere byproducts of more important activities. Because of the nature of cells and the activities within them, perhaps neurons will naturally oscillate even though this has little effect. Physical oscillators also tend to get synchronized with each other (an interesting fact, but not one tied to the mind, as pendulum clocks do it too). This will give rise to large-scale rhythms. And perhaps these rhythms will speed up or slow down according to different versions of the “more important activities” going on.___Brain rhythms that are similar to ours are found in bees, flies and octopuses.___This is a view in which brain rhythms are no more important than the hum of an (older!) computer. Another view is that the rhythmic patterns do have some role, but they are part of the general management of activity—keeping things from getting out of control in various ways. They don’t contribute to what someone is thinking or feeling, though they do help the machine run. This “supporting” activity could vary across different states the brain is in.How could we show that the oscillations do more than that? It’s not easy. In the late twentieth century, some neuroscientists including Rodolfo Llinás, Wolf Singer, and others argued that a specific kind of fast oscillation, in the “gamma” range, is important in “binding together” features in our visual experience, such as colors and shapes of objects. (Francis Crick, of DNA fame, also defended this view.) This most famous possible link between oscillations and consciousness remains very controversial. The general principle introduced by this hypothesis can be applied more broadly, though. Large-scale oscillations might provide an organizing and unifying platform for cell-to-cell interactions (and some more ambitiously suggest that they might also be a medium for representation). Oscillations enable neurons to fire in a synchronized way across separated brain areas, for example. Some intriguing recent work shows that if a particular kind of slow oscillation is pushed into more synchrony with an electrical device applied to the scalp, people can do better at memory tasks.        Here is another piece of the puzzle. Nervous system oscillations of this kind are all over the animal kingdom. Brain rhythms that are similar to ours are found in bees, flies and octopuses. In a simple form, they are even found in jellyfish-like animals (which have no brain, but do have a nervous system). This can be taken to support the view that oscillating is something that nervous systems just do, easily or inevitably, without playing much of a role. And how could oscillations have a role in consciousness if they are found in animals, like jellyfish, that are probably not conscious at all?One of the surprises here, though, is that the associations between various oscillation patterns and what I called consciousness-related properties are also seen all over the animal kingdom. They, too, are seen in flies, bees, and octopuses. These animals have a wake-sleep distinction (several kinds of sleep, in fact), can be “put under” with anesthesia, and also show forms of attention.Consciousness-related features in insects are studied in Bruno van Swinderen’s laboratory at the University of Queensland. Their work has shown, for example, that bees and flies can attend to particular objects when more than one is visible. Attention, as detected in the brain, precedes a choice of where to move. And attention in flies has a close association with brain oscillations in the “beta” range, a range that is also important in humans. In one experiment, Martyna Grabowska and her collaborators showed not just that a fly’s direction of attention can be worked out by looking at beta oscillations, but that the fly’s attention can be switched to an object that would normally be less interesting to it by using a reward circuit in its brain, and this was also visible in a change to the beta oscillations. This is less convincing than showing that some ability in the fly, or its attention, can be directly affected by manipulating the oscillations themselves (as in the memory studies in humans I mentioned), but it’s pretty remarkable. The association, at least, between oscillations and consciousness-related features is looking pretty tight.If these oscillations are important, why couldn’t they be programmed into an AI system along with all the rest? They can certain...
  • A 200-year-old light trick just transformed quantum encryption | ScienceDaily
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  • The Corporation | in HD | Feature Documentary
    One of the most impactful documentaries ever made, The Corporation launched in 2003. Hello Cool World is proud to offer this *high-resolution* version of the original for viewers here. Based on Joel Bakan’s bestseller The Corporation: The Pathological Pursuit of Profit and Power, this 26-award-winning Canadian documentary explores a corporation’s inner workings, curious history, controversial impacts and possible futures. One hundred and fifty years ago, a corporation was a relatively insignificant entity. Today, it is a vivid, dramatic, and pervasive presence in all our lives. Like the Church, the Monarchy and the Communist Party in other times and places, a corporation is today’s dominant institution. Charting the rise of such an institution aimed at achieving specific economic goals, the documentary also recounts victories against this apparently invincible force. En Español: https://youtu.be/kPrDf8sPW00 In English: https://youtu.be/6v8e7dUwq_Q En Français: https://youtu.be/lCtodbbuF40 Em Italiano: https://youtu.be/ewVOseg4hWk Auf Deutsch: https://youtu.be/7xSK1CbqD3U Em português: https://youtu.be/UnoX2Cxoe4E 『ザ・コーポレーション | 日本語字幕付き』https://youtu.be/3lNmz3AdfVw SUPPORT OUR ONGOING IMPACT CAMPAIGN: https://thecorporation.com/20-years/ Direct donation link: https://www.paypal.com/donate/?hosted_button_id=FFMKW3SNPVVPE 'The New Corporation' sequel documentary was released in 2020. https://thenewcorporation.movie/ (See the trailer Twitter censored!) ***** Ce documentaire 26 fois primé est inspiré du livre à succès de Joel Bakan intitulé The Corporation: The Pathological Pursuit of Profit and Power qui examine les rouages, l’histoire étrange, les pratiques controversées et l’avenir potentiel d’une corporation. Il y a cent cinquante ans, une telle entité était sans grande importance. Dans le quotidien actuel, une corporation a une présence vivante et marquante qui se manifeste partout. Elle est devenue une institution dominante comme l’ont été jadis l’Église, la monarchie et le parti communiste. Ce film explique son essor et les objectifs économiques précis qui constituent sa raison d’être. Il raconte aussi des victoires arrachées à cette force vraisemblablement irréductible. 2003, Canada Directed by / Réal:: Mark Achbar, Jennifer Abbott Produced by / Prod: Mark Achbar, Bart Simpson Written by / Auteurs: Joel Bakan, Harold Crooks, Mark Achbar #TheCorporation #PathologyOfCommerce #Documentary
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  • This could change the way we MAKE THINGS
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    Standard encryption keeps your data confidential until someone puts a gun to your head or a judge threatens contempt charges. That's where deniable encryption becomes essential. This cryptographic technique allows you to hide secrets so well that you can convincingly claim they never existed in the first place. In this video, I break down how deniable encryption emerged in the 1990s as a defense against rubber hose cryptanalysis, the charming practice of beating encryption keys out of people. I explain how tools like VeraCrypt create hidden volumes within encrypted containers, where one password reveals tax returns and cat photos while another reveals your cryptocurrency wallets or sensitive documents. The crucial part is that advanced forensics cannot distinguish between unused disk space and hidden data. I cover real-world applications including the German darknet vendor who walked free in 2020 because police couldn't prove his hidden volumes existed, and how Ross Ulbricht might have avoided prison with proper deniable encryption. You'll learn about storage-based deniability through hidden volumes and communication-based deniability through protocols like Signal's double ratchet algorithm. Most importantly, I explain the operational security requirements for making deniable encryption actually work. Your decoy must be believable, your system must avoid leaving breadcrumbs in swap files or system logs, and you need to understand the legal landscape. Some jurisdictions like the UK can imprison you for refusing to decrypt, making deniable encryption your only viable defense. Whether you're a journalist in an authoritarian regime, a privacy advocate, or someone who simply believes in constitutional protections against self-incrimination, understanding deniable encryption is crucial. Because when they can't prove protected data exists, coercion loses its teeth. ☆-----☆-----☆-----☆-----☆ CHAPTERS ☆-----☆-----☆-----☆-----☆ 00:00 What Is Deniable Encryption and Why You Need It 02:02 How Hidden Volumes Work: TrueCrypt and VeraCrypt 05:16 Memory Forensics and Legal Threats to Encryption 07:23 System Betrayals: How Your OS Exposes Hidden Data 08:23 Real Case: German Vendor Beats Charges with Deniable Encryption #opsec #infosec #encryption #decoy #veracrypt ☆-----☆-----☆-----☆-----☆ SOCIAL MEDIA ☆-----☆-----☆-----☆-----☆ 🎙️ Podcast: https://rss.com/podcasts/darknet/ 🌐 Official Website: https://www.doingfedtime.com 🌐 Official Website Mirror: https://www.sambent.com 📘 Facebook: https://www.facebook.com/TheOfficialSamBent/ 🐦 Twitter/X: https://twitter.com/DoingFedTime 💼 LinkedIn: https://www.linkedin.com/in/sam-bent/ 📧 Email: contact@sambent.com 📱 TikTok: https://www.facebook.com/TheOfficialSamBent/ 📚 Amazon Author Page: https://www.amazon.com/stores/Sam-Bent/author/B0BHX5V81S 🌐 Dread (Onion Link): http://dreadytofatroptsdj6io7l3xptbet6onoyno2yv7jicoxknyazubrad.onion/d/doingfedtime 🌐 Pitch (Onion Link): http://pitchprash4aqilfr7sbmuwve3pnkpylqwxjbj2q5o4szcfeea6d27yd.onion/@doingfedtime 🐙 GitHub: https://github.com/DoingFedTime 👾 Reddit (User Account): https://www.reddit.com/user/reservesteel9/ 📽️ Rumble: https://rumble.com/c/SamBent 🛡️ Breach Forums (Onion Link): http://breached26tezcofqla4adzyn22notfqwcac7gpbrleg4usehljwkgqd.onion/User-SamBent 📸 Instagram: https://www.instagram.com/sambentoffical/ 📌 Pinterest: https://www.pinterest.com/DoingFedTime/ ☆-----☆-----☆-----☆-----☆ LEGAL STUFF☆-----☆-----☆-----☆-----☆ The information provided in this video is intended for educational purposes only. It is not intended to be legal or professional advice, and should not be relied upon as such. By watching this video, you acknowledge that you understand and agree to these terms. If you disagree with these terms, do not watch this video.
  • SpaceX's Military Project It Doesn't Want You to Know About - Starshield
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  • Piracy Is Legal Now
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  • Deleted ChatGPT Logs Being Given to New York Times -- OpenAI User Data Compromised by Court Order
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  • Hold Tight Raver (2025)
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  • 2025: The end of our world as we know it | Peter Leyden
    "We're living in an extraordinary moment in history. We are at a moment here in 2025 where we have world historic game-changing technologies now starting to scale." Subscribe to Freethink on YouTube ► https://freeth.ink/youtube-subscribe Up Next ► Inside the high tech quest to decode the lost scrolls of Herculaneum https://www.youtube.com/watch?v=0DA3i69WMF4 We are living through the collapse of the old world, and the quiet construction of a new one. From artificial intelligence and clean energy to bioengineering and digital governance, the core systems that defined the last century are rapidly being dismantled and replaced. But this isn’t just about technology. According to futurist Peter Leyden, we’re at a historic turning point: One of the rare moments in American and global history when everything gets reimagined at once. 0:00 An extraordinary moment in history 1:05 Wired magazine 2:09 Technology adoption curve 2:53 80 year cycles 3:26 Post-war era 5:08 Gilded age 6:59 Founding era 8:24 The arrival of AI 9:42 The rise of clean energy 10:52 The rise of bioengineering 13:45 The beginning of a shift References: Article: Ziegler, M. S.; Trancik, J. E. Re-Examining Rates of Lithium-Ion Battery Technology Improvement and Cost Decline. Energy Environ. Sci. 2021, 14, 1635–1651. DOI: 10.1039/D0EE02681F URL: https://pubs.rsc.org/en/content/articlelanding/2021/ee/d0ee02681f Dataset: Ziegler, M. S.; Trancik, J. E., 2021, "Data series for lithium-ion battery technologies", https://doi.org/10.7910/DVN/9FEJ7C, Trancik Lab Dataverse, V1, UNF:6:sVT2vBwWolbQL4BxsTSDUg== [fileUNF] Watch on Freethink.com ► https://www.freethink.com/series/the-freethink-interview/peter-leyden-2025 ◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠ Read more of our stories on history: Earth’s magnetic field supports biblical stories of destruction of ancient cities ► https://www.freethink.com/culture/earth-magnetic-field-biblical-stories New AI translates 5,000-year-old cuneiform tablets instantly ► https://www.freethink.com/robots-ai/ai-translates-cuneiform-tablets PhD student solves a mysterious ancient Sanskrit text algorithm after 2,500 years ► https://www.freethink.com/robots-ai/ancient-sanskrit-text-algorithm-solved ◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡ Watch our original series: ► Hard Reset: https://youtube.com/playlist?list=PLXthoedLVIdLvnNgiCshQvqKdS7T_qeGY ► Future of Cities: https://www.youtube.com/playlist?list=PLXthoedLVIdKmJIGkk4zT4uno3ZSDqvPV ► Just Might Work: https://youtube.com/playlist?list=PLXthoedLVIdIS7K-6oNkrya-v-k-X4zYI ► Challengers: https://youtube.com/playlist?list=PLXthoedLVIdKeeuwpDPSyHSC54obntRxB ◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠◠ About Freethink No politics, no gossip, no cynics. At Freethink, we believe the daily news should inspire people to build a better world. While most media is fueled by toxic politics and negativity, we focus on solutions: the smartest people, the biggest ideas, and the most ground breaking technology shaping our future. ◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡◡ Enjoy Freethink on your favorite platforms: ► Daily editorial features: https://www.freethink.com/?utm_source=youtube&utm_medium=video&utm_campaign=youtube_description ► Solutions-based stories, straight to your inbox: https://www.freethink.com/subscribe/?utm_source=youtube&utm_medium=video&utm_campaign=youtube_description ► Substack: https://freethinkmedia.substack.com/ ► Facebook: https://www.facebook.com/freethinkmedia​/ ► Instagram: https://www.instagram.com/freethink​/ ► Twitter: https://twitter.com/freethinkmedia​/ ► Join the Freethink forum: http://www.facebook.com/groups/freethinkforum/
  • Online Piracy's Great Comeback
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  • Why America is Hollowing Out a Mountain
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