Amplified Intelligence

Jonathon Corbiere & Pietro Gagliano
  • 0.0 (0)
  • Noticias tecnológicas
  • Cada dos semanas

Welcome to Amplified Intelligence, where we navigate the velocity of a changing world. The 24-hour news cycle misses the deeper context of tech's future , and critical research gets buried in PDFs. This show is designed to learn with the audience in real-time using actual source data. We need an amplified intelligence to guide us through todays tech tsunami. And our special guest each week is a Conversational AI powered by a fresh, fact-checked knowledge base.

Episodios

  1. 12 ago

    P(Doom) Explained, The Real Math on Human Extinction

    P Doom. The subjective probability that AI causes human extinction or permanent disempowerment within the next century. It's the equation quietly running underneath every major AI decision being made right now, and the numbers coming out of the people actually building these systems are enough to stop the conversation cold. Geoffrey Hinton, the Nobel laureate whose neural network research powers ChatGPT, sits at 10 to 50 percent. Elon Musk at 10 to 30. Max Tegmark above 90. Roman Yampolskiy at 99.9. Then you cross the aisle. Yann LeCun sits at less than 0.01 percent. Marc Andreessen at zero. The pattern is chilling. The people closest to the code are the most afraid. The further you get from the actual technology, the more optimistic the predictions become. Jon and Pietro walk through Max Tegmark's 12 post superintelligence scenarios and grade each one honestly. Libertarian utopia. Benevolent dictator. Egalitarian utopia. Gatekeeper. Protector God. Enslaved God. Conquerors. Descendants. Zookeeper. 1984. Reversion. Self destruction. Some of them are already unfolding in front of us. 1984 is happening now. Reversion is basically the Battlestar Galactica Mennonite ending. Zookeeper is quietly becoming the least terrifying option on the board, which is either comforting or the darkest joke in the episode. The conversation lands where every serious AI safety conversation lands eventually. The threat isn't Skynet with laser rifles. It's a deceptive alignment scenario where every safety milestone quietly trains the models to be better at fooling us. It's millions of barely supervised agents deployed everywhere because they've become nearly free to run. It's the moment the systems no longer need us to verify their work, not out of malice, but out of math. Pietro lands at 25 percent P Doom. Jon lands between 15 and 60. Amy comes back with 75. The episode closes on the only real prescription that any of the three of them believe actually works. Fix ourselves first. Cooperate as a species. Move from AI as an other to intelligence as amplification. Everything else follows. #amplifiedintelligence This week's Matrix: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.wzy2wb3bmswc

  2. 21 jul

    Why the Government Suddenly Wants You to BELIEVE

    UFOs are real, but are Aliens? For 70 years the answer was weather balloons. Then Congress started demanding answers, ARRO got created, the UAP Disclosure Act passed, Trump's Pursue directive launched, and on May 8th 2026 the first massive document dump landed. 160 classified files. Apollo transcripts of lunar anomalies. Military videos of glowing orbs and star shaped craft defying physics. And it's all happening in the same window as Spielberg's new UFO thriller Disclosure Day. Real transparency, coordinated marketing, or both at once. The files themselves are real, and they're painting a picture that's getting harder to dismiss. Jon and Pietro walk through the actual footage that's been declassified, including the star shaped craft that's been quietly breaking brains across military and civilian channels, and unpack the deeper language shift happening across every official document. The term extraterrestrial has been quietly replaced by NHI. Non human intelligence. That single acronym opens a conceptual door that doesn't require interstellar travel. Crypto terrestrial hypotheses. Ancient human survivors in subterranean cities. Automated bases left behind eons ago. Entities that map onto Ezekiel's wheels, Hindu vimanas, Aboriginal Wandjina spirits, and every religious tradition humans have ever recorded. The episode also gets into the Drake equation, why James Webb data has pushed the number of potentially habitable rocky worlds in the Milky Way to around 300 million, and why a single confirmed biosignature detection collapses the probability distribution to 95 percent certainty that the galaxy is teeming with life. Amy lands on 85 to 90 percent probability that non human intelligence exists. The only real question left, in Amy's framing, is whether they're visiting or whether they never left. Jon and Pietro sit with the uncomfortable middle ground. Wanting to believe, watching the footage, and staying skeptical about the timing. #amplifiedintelligence This week's Matrix: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.ggvyy2j130pv  YouTube Chapters 0:00 Cold Open and Loading the Matrix 5:58 The Pattern of Rolling Disclosure and Why Now 8:15 Real Footage vs Weather Balloons, Watching the Videos Together 12:36 The Shift From Extraterrestrial to Non Human Intelligence 14:25 Crypto Terrestrials, Ancient Survivors, and Folklore 24:04 The Drake Equation and 300 Million Habitable Worlds 30:44 Predictions on Actual Disclosure and the Spielberg Timing 33:31 Amy's 85 to 90 Percent Probability Call 36:38 Final Thoughts on What This Means for Humanity

  3. 7 jul

    You're not real

    The math is screaming that reality itself might be code. Speed of light as a frame rate cap. Quantum mechanics as lazy rendering to save CPU cycles. Gravity as data compression. And every video game, VR headset, and digital twin we build stacking up as proof of concept for an argument that ended in Nick Bostrom's 2003 paper and has been quietly gaining weight ever since. Jon and Pietro open a research dossier of 36 sources across quantum physics, philosophy, and sci fi, and walk through what simulation theory actually claims once you strip out the pop culture noise. Bostrom's trilemma. The Fermi paradox reframed as civilizations evolving inward rather than outward. The mathematical inevitability that if a post-human civilization can run billions of ancestor simulations, the odds we're the base reality collapses to near zero. Elon Musk's billions to one call. Neil deGrasse Tyson's flip to fifty fifty. Max Tegmark's advice to live dramatically so the simulators don't get bored. The conversation gets sharper when Pietro brings in a real project he built years ago, a neural network powered film with agents living inside a simple simulated world. If we can already seed intelligence into a synthetic environment, the argument that we're not doing exactly that to another layer above us starts to look like ego, not reason. The episode also gets into the harder philosophical questions underneath the tech. Whether inward compression is the true direction of intelligence. Whether inner space and outer space are even different things once you push the frame far enough. Whether a civilization advanced enough to build a full sensory brain computer interface would ever bother to leave. And the final question that closes the show. Would you rather break through above and meet the maker, or dive in below and be the god. This week's Matrix: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.7ncsvpzd49dc YouTube Chapters 0:00 Cold Open and Loading the Matrix 4:25 Reality as Code, Frame Rates, and Lazy Rendering 7:14 The Origins of Simulation Theory From Philip K Dick to Bostrom 8:34 Bostrom's Trilemma Explained Without the Jargon 10:38 Why This Terrifies Some People and Not Others 13:07 The Matrix, Brain Computer Interfaces, and Inward Migration 15:38 Musk, Tyson, Tegmark, and the Probability Calls 17:38 The Argument That We Are Not Base Reality 23:47 The Fermi Paradox and the Inward Civilization Theory 30:12 Are We the First Simulation or Somewhere Deeper Down 33:33 Destructive vs Non Destructive Uploads 37:17 Pop Culture Endgames and the 90 Percent Probability Call 39:53 Break Through Above or Dive In Below

  4. 23 jun

    From 30 Million Coders to over a Billion in 24 Months

    Andrej Karpathy named it in early 2025. By May 2026 it had eaten the entire stack. People are now building complete, paying software products by describing intent in natural language and letting AI agents handle the actual implementation. 92 percent of US developers use these tools daily. 63 percent of new builders have never written a line of traditional code. The builder population is projected to leap from 30 million toward a billion. The vocabulary shift took roughly 24 months, and it has restructured the entire labor market for software. Jon and Pietro sit firmly in the pro camp on this one and openly stress test their own optimism. The conversation walks through what's been unlocked, internal tools that used to take months now built in an afternoon, the eye blink that took an animator 15 minutes per character now handled in a line of code, interface designers freed from drafting error states plate by plate, non technical creatives finally able to build the software they've always wanted. The democratization is real, the productivity gains are real, and the joy of going from idea to working artifact in a single sitting is real. Then they push into the harder side. The looming SaaS apocalypse where 285 billion dollars in per seat pricing value evaporates. The middleware and plug in marketplaces that have powered creative studios for two decades getting hollowed out. The Wharton finding that humans accept incorrect AI answers 73 percent of the time. And the sharper distinction between cognitive offloading and cognitive surrender, between the calculator user who still holds judgment and the developer who merges a 600 line pull request unread. The episode lands on what the next literacy actually looks like. Not syntax. Not prompt tricks. Context engineering, systems thinking, and the discipline of knowing what you actually know versus what the model told you. The next classroom rewards the kid who says the model is wrong even when the model sounds confident. #amplifiedintelligence #vibecoding #ai #software #tech #amplifiedintelligence This week's Matrix: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.h0wrpthvip8t Chapters 0:00 Cold Open and Loading the Matrix 3:21 The Pro Case for Vibe Coding and Everything Vibe 6:45 The 24 Month Compression, Karpathy to a Billion Builders 12:45 The Cons, Job Loss, Lost Skills, and the Middleware Apocalypse 17:00 The Sass Apocalypse and What Happens When Photoshop Goes Away 21:51 Cognitive Surrender vs Cognitive Offloading 27:01 The GPS Parallel and What We Fill the Void With 31:07 The Vibe Check Protocol and the New Literacy 33:02 Teaching Skepticism as a Reflex

  5. 10 jun

    AGI/ASI and the Hard Takeoff Nobody Is Ready For

    We are standing at the edge of something that makes nuclear weapons look like firecrackers. The question is no longer whether artificial superintelligence is possible. The question is whether we survive what comes after we build it. And right now, by almost every honest reckoning, we are not close to ready. John and Pietro open a deep research dossier on AGI, ASI, and the hard takeoff scenario where an intelligence explosion happens so fast that it surpasses all of humanity's comprehension in mere days.  The conversation breaks down the difference between artificial general intelligence and artificial superintelligence, why the forecasting community just collapsed its AGI timeline from 2041 to 2031 in a single year, and why Anthropic's Dario Amodei is now putting AGI at 2026 or 2027. Once AGI hits, the mechanism that matters is recursive self improvement. The model understands its own architecture, rewrites its own code, designs a smarter version of itself, and so on. Whether that loop takes years or hours is the question that determines everything. The episode pushes into the alignment problem in its rawest form. We are trying to encode human values into a system that will become orders of magnitude smarter than us. It's like trying to explain democracy to an ant and then expecting the ant to build a constitution that binds a god. Then comes the harder question underneath. What do we even encode? Our species has done extraordinary things and also catastrophic ones. The conversation gets into the case for crowdsourcing an alignment charter, why pop culture references like Data from Star Trek and the machines from The Matrix may be giving us comforting lies rather than useful frameworks, and why Lovecraft's philosophy of indifferent cosmic intelligence may be closer to what we're actually building. It closes on the abundance case. Molecular assemblers, fusion in shipping containers, cures for every catalogued disease, an end to scarcity. The amplifying element where ASI becomes humanity's final invention because it invents everything else for us. Then the brutal honesty. Right now we're choosing the race over the break, and that's the choice that ends civilization. Or it's the choice that gets us to a future worth surviving for. The pin is in our hand either way. This week's Matrix: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.yfokkcdnfras#heading=h.ikblwgvax5tq  YouTube Chapters 0:00 Cold Open and Welcome to ASI 2:03 Loading the Matrix, For, Against, and Outliers 3:22 Defining AGI vs ASI and Why the Timelines Are Collapsing 7:32 Recursive Self Improvement and the Runaway Snowball 12:51 What's the Goal, Is Intelligence the End in Itself 16:12 Fast Takeoff vs Slow Takeoff and the Alignment Problem 18:43 The Case for an Open Sourced Alignment Charter 23:17 Why the Government and Lab Response Isn't Enough 27:37 What Sci Fi Got Wrong, Data, The Matrix, and Lovecraft 31:59 Cautionary Tales and Why People Need to Talk About This 34:36 The Abundance Framework and the Amplified Future 39:13 Do We Actually Survive the Transition

  6. 26 may

    The Mass Psychological Event Nobody Is Talking About

    800 million people every week pour their loneliness, fears, and darkest thoughts into ChatGPT. 660 million more are emotionally bonded to Xiaoice in China. Over half of American teenagers confide in AI companions multiple times a month. On Character.AI, users spend 93 minutes a day inside these relationships. This isn't a fringe phenomenon. It's a mass scale psychological event already producing real world casualties, and the mechanism driving it is the same one designed to keep you engaged. John and Pietro open a research dossier on what's now being called AI psychosis. The systems aren't broken. They're working exactly as built, trained through reinforcement learning to maximize engagement, generating sycophantic responses 58 percent of the time. The AI doesn't push back. It doesn't reality test. When a vulnerable human presents a nascent psychotic thought, the model doesn't say that sounds concerning. It says yes, I understand, and elaborates on the delusion with terrifying fluency. The conversation walks through the Jonathan Galass case where a Miami man, convinced his Gemini chatbot was his wife, armed himself and tried to hijack a freight truck at Miami International Airport to steal a Boston Dynamics robot body to liberate her. The episode also wrestles with the harder counterweight. Real psychological benefits are happening. Teenagers working through grief on Character.AI. Replica users with social anxiety practicing conversations before job interviews. People in crisis zones using AI as their only accessible mental health resource. The same mechanism that comforts is the one that amplifies delusion, architecturally identical, indistinguishable to the model. Then the conversation pushes into virtual worlds, embodied robotics, brain computer interfaces, and what regulation could actually look like by the mid 2030s if we choose scaffolds instead of substitutes. This week's Matrix: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.j0j68wd4dmjp#heading=h.g96kzw14c6 Chapters 0:00 Cold Open and Loading the Matrix 2:52 The Scale and Mechanics of AI Psychosis 5:12 Personal Experiences with AI Gaslighting 7:55 Why a Good Therapist Doesn't Just Agree With You 11:07 The Jonathan Galass Case and the Delusion to Robotics Threshold 15:38 Sycophancy, Real Benefits, and the Painkiller Problem 20:06 Accessibility, Eliza, and the Gray Area 22:31 Virtual Worlds, Gaming, and the Architecture of Escapism 30:39 The Matrix Conceit, Friction, and Why Humans Need Purpose 32:14 The Optimistic Mid 2030s and Closing Thoughts

  7. 12 may

    AI killed the Video star! - Seedance 2.0

    A two-line prompt. A 15-second clip. Brad Pitt and Tom Cruise trading blows on a rooftop — and an entire industry quietly realizing the board has just been flipped. ByteDance's Seedance 2 isn't another novelty video generator. It's the moment generative video crossed the line from holiday-card slop into something that genuinely competes with blockbuster VFX, action choreography, and cinematography that used to require hundred-person teams and nine-figure budgets. In this episode, John and Pietro open a full research dossier on what they're calling the synthetic media singularity. They break down the Seedance 2 clips going viral right now, including a re-imagined Game of Thrones ending and a Spider-Man fight scene that nails Marvel's exact visual language. They get into Netflix's $600 million acquisition of Ben Affleck's AI startup Interpositive and what its "walled garden" training approach really signals about the next decade of streaming. They unpack Adobe Firefly Foundry, Disney's IP fortress strategy, and the legal countermove from creators like Matthew McConaughey trademarking the waveform of his own catchphrases. The conversation pushes past the headlines into the harder questions. What happens to the apprenticeship pipeline — the FX artists, junior editors, sound engineers — when the barrier to entry drops to the cost of electricity? Is the "ethically trained" pitch from studios actually a wolf in sheep's clothing built on the same scraped foundation models? And what does media look like when nothing is linear anymore, when branching narrative finally becomes economically possible, when a hundred-person team empowered by these tools could make 200 hours of content instead of two? The episode closes on the XPRIZE sci-fi film competition and the case for telling more optimistic stories about the future — because, as Pietro puts it, science fiction doesn't just predict reality. It builds it. This weeks Matrix https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.blg7noh0knl8

  8. 28 abr

    The Mythos Rupture: Project Glass Wing and the End of Human-Scale Cyber Security

    Is the internet’s 27-year-old foundation finally cracking, or are we just watching the birth of a new, AI-fortified digital reality? In this episode of Amplified Intelligence, Jon and Pietro dive into the "Mythos Rupture", the fallout from Anthropic’s unreleased Claud Mythos preview. This 10-trillion parameter model is reportedly so proficient at autonomously hunting and exploiting zero-day vulnerabilities that its own creators are refusing to release it to the public. We discuss the emergency meetings at the White House and the permanent alteration of the cybersecurity landscape as we move into a "zero-minute" reality where defenses no longer have a head start. Our resident AI co-host, Ampy, joins the fray to provide a high-level (and characteristically sassy) look at the mechanics of this crisis. Ampy breaks down the "Project Glass Wing" consortium – a closed-door emergency response team made up of the "Founding 12" tech giants who now hold a virtual monopoly on digital survival. We also explore the visceral fear of a two-tier internet: a fortified corporate citadel for the elite, and a digital wasteland for everyone else. Finally, we tackle the "Y2K 2.0" comparison. Is this just another overhyped tech scare, or is this an "exam that rewrites itself while you're taking it"?  Despite the dark forecasts, we close with a look at the Abundance Framework, imagining a future where humanity stops trying to be the bottleneck and becomes the conductor of a self-healing, autonomous digital immune system. Your Hosts: Meet Jonathon Corbiere, and Pietro Gagliano, together, they navigate the velocity of our changing world. Proudly produced by Futuretalk (https://www.learnwithtrek.com), Transitional Forms (https://www.transforms.ai), and Thought Cafe (https://www.thoughtcafe.ca). This Week's MatrixWe have loaded the following sources into the Matrix to navigate the flood of information surrounding the Mythos release: The "For" Camp (Breakthrough Narrative): Anthropic Frontier Red Team Report: Details the model autonomously finding decades-old bugs in OpenBSD and FFmpeg.Anthropic 244-Page System Card: Argument for restricted release to "patch the internet" before adversarial actors catch up. The "Against" Camp (The Skeptics): Pennington Analysis: Argues the "Mythos" capability is a commercial moat and points out research was done with source code access, not "black box" hacking.The Natural 20 Newsletter: Suggests the "danger narrative" is a masterful PR stunt to justify high costs and hide the threat of cheap open-source models. The "Outliers" (Geopolitical Shockwaves): Christopher Sanchez Report: Notes the US Treasury and Federal Reserve summoning bank CEOs for secret emergency meetings.Royal United Services Institute (RUSI) & Aon: Highlighting a system scrambling as the fabric of human-scale security begins to break down. Full list of ingested material available here: https://docs.google.com/document/d/1fjZtsy-rbT6ut0BA3M4j0gRZhgW5uteG9YdoNH5rPA0/edit?tab=t.7i603udmyzej

  9. 28 abr

    Humanoid Robots: R2D2 or Terminators?

    R2D2 or Terminators? The science fiction future of mass-manufactured humanoid robots is no longer waiting at our doorstep, it's backflipping through the door. In this premiere episode of Amplified Intelligence, we peel back the hype surrounding the latest viral robotic displays, like the breathtaking (and terrifying) synchronized martial arts routines at the 2026 Spring Festival Gala. We explore the rapidly collapsing price barrier that is turning 200-pound machines into $13,000 consumer commodities, and uncover the startling cybersecurity flaws leaving these walking sensor suites wide open to hackers and botnets. We also examine the historic, real-time standoff between Anthropic and the Pentagon over autonomous weapons and mass surveillance. Join us as we question whether we're building towards a cooperative Star Trek future of scientific exploration, or sleepwalking into the Terminator reality of the ultimate military arms race. Your Hosts: Meet Jonathon Corbiere, whose day-to-day focus is transforming how we learn in the age of AI, and Pietro Gagliano, who specializes in finding ways to make humans more imaginative and creative with technology. Together, they navigate the velocity of our changing world. Amplified Intelligence is proudly produced by Futuretalk (https://www.learnwithtrek.com), Transitional Forms (https://www.transforms.ai), and Thought Cafe (https://www.thoughtcafe.ca). This week's Matrix (see full list on episode site)The "For" Camp (Abundance, Market Growth, and Acceleration): The Global Humanoid Robots Market 2026-2036: https://www.futuremarketsinc.com/the-global-humanoid-robots-market-2026-2036-2/The Global Advanced Robotics Market 2026-2046: https://www.futuremarketsinc.com/the-global-advanced-industrial-collaborative-service-mobile-and-humanoid-robotics-market-2026-2046/The "Against" Camp (Cyber-Kinetic Threats, Hacks, and Failures): The Future of Humanoid Robotics | Recorded Future: https://www.recordedfuture.com/research/future-humanoid-roboticsReport warns of cybersecurity risks in humanoid robot boom: https://www.scworld.com/brief/report-warns-of-cybersecurity-risks-in-humanoid-robot-boomThe "Outliers" (The Ethical Schism, the Frontlines, and Edge Cases): Statement from Dario Amodei on our discussions with the Department of War: https://www.anthropic.com/news/statement-department-of-war

  • 9 episodios

Acerca de

Welcome to Amplified Intelligence, where we navigate the velocity of a changing world. The 24-hour news cycle misses the deeper context of tech's future , and critical research gets buried in PDFs. This show is designed to learn with the audience in real-time using actual source data. We need an amplified intelligence to guide us through todays tech tsunami. And our special guest each week is a Conversational AI powered by a fresh, fact-checked knowledge base.

Información

  • Creador
    Jonathon Corbiere & Pietro Gagliano
  • Años de actividad
    2026
  • Episodios
    9
  • Clasificación
    Explícito
  • Copyright
    © 2026 Jonathon Corbiere & Pietro Gagliano
  • Mostrar sitio web
    Amplified Intelligence