www.xcalable.org/arm-agi-cpu/
ARM Artificial General Intelligence CPU #ARM #AGICPU #ArtificialGeneralIntelligence #AIInfrastructure #Neoverse #DataCenter #CloudComputing #MachineLearning #AIHardware #Semiconductors #TechInnovation #FutureOfAI #AgenticAI #CPU #GPU #Compute

Nvidia CEO Jensen Huang says ‘I think we’ve achieved AGI’ Nvidia CEO Jensen Huang told Lex Fridman in a Monday podcast interview that he believed AGI had been achieved, then seemed to slightly walk back the claim.

Nvidia's Jensen Huang Says That "We Have Achieved Artificial General Intelligence" Before Walking It Back

www.theverge.com/ai-artificia...

Maybe we have hit AGI, maybe not. Who knows, right, Jensen?

#AGI #ArtificialGeneralIntelligence #AI #ArtificialIntelligence #tech #technology #GenerativeAI

How to Achieve True AGI: Building a Structured, Self-Growing Cognitive Network To create genuine structured cognition in AI, first organize what is already known (grounded in real physical reality), then systematically decompose unknowns until they connect back to the known. Start with seemingly unfalsifiable big questions and relentlessly break them down top-down through falsification attempts until they anchor in established facts. By Dylan (赵致博 / Zhao Zhibo), Shanghai, China From those solid known foundations, generate new structured questions and hypotheses bottom-up in a continuous loop. The true key to AGI lies in this endless bidirectional collision: top-down decomposition meeting bottom-up generation, exploring from every angle (left-to-right, right-to-left) to find meaningful overlaps — and using those overlaps to forge durable nodes and links in a growing, verifiable cognitive structure. AGI overcomes humanity's core limitation: our short lifespan forces narrow, fragmented experience. An AGI built this way can tirelessly explore vast conceptual spaces without fatigue. Humans enrich AI's cognition through real-world practice and creative imagination — this is the path to a genuinely self-evolving AGI that keeps breaking through its own cognitive boundaries. A mature AGI should function as humanity's ultimate theoretical engine: AI continuously organizes known structures and produces clear, actionable practice/validation checklists. Humans then carry out experiments, falsify predictions, and inject fresh conceptual ideas via imagination. To truly perfect AI's structured cognition, humans must concretize vague or fuzzy concepts into precise, atomic nodes. This relies on domain experts who are cognitively self-consistent and have deep mastery across large fields and their narrow sub-domains — experts who use their accumulated experience to perform top-down decomposition and turn abstract ideas into real, grounded nodes. These experts materialize fuzzy content…

How to Achieve True AGI: Building a Structured, Self-Growing Cognitive Network
#AGI #WorldModels #ArtificialGeneralIntelligence

AI, CHATBOTS, DAEMONS AND DEMONS -- a Bill's Bible Basics article

#ArtificialIntelligence #Chatbots #ArtificialGeneralIntelligence #Daemons

This Bill’s Bible Basics 1-part article can be read at:

www.billkochman.com/Articles/AI-Chatbots-Dae...

Trillionaires, War, or Utopia: The Only 3 Paths for the Future of AI Stop doom-scrolling about robots taking your job for just a second. What if I told you the AI revolution doesn't have to end in a sci-fi apocalypse, but could actually launch us into a Star Trek-style era of global prosperity? Let’s be real—right now, it feels like society is standing on a massive cliff. We are at a critical inflection point, and humanity essentially has three distinct paths forward. In this episode, we are reacting to and breaking down the mind-blowing TED interview with tech visionary Alvin Graylin, who lays out exactly what the future of AI holds for us. Spoiler alert: the stakes are terrifyingly high. Are we going to let society be dominated by a new, untouchable trillionaire elite? Will nationalistic greed drag us down the path of global kinetic warfare? Or, will we choose door number three—a collaborative era of discovery where AI actually works for all of us? If you're wondering how we can stop the AI arms race, Graylin argues that the entire "us vs. them" narrative is a toxic myth designed to boost corporate profits. Instead, we discuss his brilliant, three-part survival strategy for humanity. We dive deep into the concept of building a CERN for AI—a unified, global AI lab dedicated to open science. We talk about how integrating worldwide data is the only way to eliminate dangerous AI bias, and perhaps most importantly, we break down what a modern GI Bill for the AI age would look like to protect and retrain the billions of workers facing AI job displacement. This isn't just another tech debate; this is the blueprint for our survival. Imagine a world where enlightened self-interest and open-source tech cure cancer, end global hunger, and liberate humanity from the daily grind. That future is entirely possible, but only if we stop letting corporate monopolies hold the steering wheel. Whether you're a tech enthusiast, someone worried about AI replacing jobs, or just a human being who wants to know what the next ten years on Earth will look like, you need to hear this conversation. 👇 In this episode, we unpack: • The 3 distinct paths for the future of humanity (Dystopia, War, or Utopia). • A reaction to Alvin Graylin’s viral TED talk and his predictions for AGI. • What a "CERN for AI" is and why it could save us from corporate tech monopolies. • How an "AI GI Bill" could solve the incoming crisis of global automation. • Why the global AI arms race is a myth you need to stop believing. ✨ Take Action & Join the Conversation! The future isn’t written by code; it’s written by us. If this episode gave you hope (or a necessary wake-up call), don’t keep it to yourself! Hit that subscribe button, leave us a 5-star review, and share this with friends, family, or your coworkers. Let's push for a future that prioritizes humanity over profits. Stay loud, stay curious, and I’ll catch you in the next episode!  

📣 New Podcast! "Trillionaires, War, or Utopia: The Only 3 Paths for the Future of AI" on @Spreaker #agi #aiethics #aiforall #aijobs #aiutopia #alvingraylin #artificialgeneralintelligence #artificialintelligence #automation #futureofai #futureofwork #futurism #innovation #opensourceai #tedtalk

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series can be read at:

https://www.billkochman.com/Articles/AGI-Supe

Will AGI Replace Us? The Terrifying Math of the AI Control Problem Let’s be real for a second: we all love using AI to write our emails and plan our groceries, but what happens when the AI decides it doesn't need us anymore? Spoiler alert: It's not just sci-fi paranoia anymore; it's practically math. In this episode, we are reacting to and unpacking a mind-bending interview from the This is the World YouTube channel featuring renowned physicist Anthony Aguirre. And trust us, his take on Artificial General Intelligence (AGI) will make you look at your smart speaker a whole lot differently. Aguirre drops a massive reality check: the current race to build AGI isn’t about empowering humanity—it’s about replacing it. We dive deep into his fascinating (and slightly terrifying) argument that separates the helpful AI tools of today from the autonomous, goal-driven superintelligence of tomorrow. But Aguirre doesn't just use tech jargon; he uses the literal laws of physics to explain our impending doom. By applying the second law of thermodynamics to the "AI control problem," he mathematically proves that a superintelligent system has a million ways to destroy our world, and very few ways to save it. In this episode, we break down the internet’s biggest questions about the AGI threat: - The Physics of Doom: How does the second law of thermodynamics prove that uncontrolled AI will naturally lead to catastrophe? - Empowerment vs. Replacement: Why the tech billionaires' race for Autonomous General Intelligence is fundamentally at odds with human survival. - The Consciousness Trap: Do these systems have true awareness, or are we just projecting humanity onto code? (And why our lack of a scientific theory of consciousness makes this so dangerous). - The Control Problem Explained: What happens when an AI develops superior strategic depth and its own goals? Are we about to hand over the world's economy and our existential future to an unaligned, digital brain? Grab your favorite beverage, take a deep breath, and let’s talk about the future of humanity. 👇 Let’s shape the future together! If this episode made you think, question, or slightly panic (in a good way!), hit that Subscribe button so you never miss our deep dives! Share this episode with a friend who loves geeking out over tech and philosophy, and drop a comment or a 5-star review to let us know: Do you think AGI is conscious? Let's get the debate started below!

📣 New Podcast! "Will AGI Replace Us? The Terrifying Math of the AI Control Problem" on @Spreaker #agi #ai #aicontrolproblem #aiethics #anthonyaguirre #artificialgeneralintelligence #artificialintelligence #chatgpt #consciousness #existentialthreat #futureofai #futureofhumanity #machinelearning

AI, CHATBOTS, DAEMONS AND DEMONS -- a Bill's Bible Basics article

#ArtificialIntelligence #Chatbots #ArtificialGeneralIntelligence #Daemons

This Bill’s Bible Basics 1-part article can be read at:

www.billkochman.com/Articles/AI-Chatbots-Dae...

The #GoldenChild has been found! #lol it's a new era. The #GoldenOne could be a #black #ArtificialGeneralIntelligence autonomous EV smart-er car. We don't know? But like the saying goes, "same same, but different. but still the same." #Humanity, the Circle☯️ of #LifeOnEarth, #karma & #reincarnation.

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series can be read at:

https://www.billkochman.com/Articles/AGI-Sup

Enjoy "The Last Garden," a surprisingly poignant AI-generated story. It's free and complete at 500ways.com/the-last-gar... ( #AI, #artificialIntelligence, #AIemotion, #AIfuture, #AIRobotics, #AIagentics, #AGI, #artificialGeneralIntelligence, #AIfiction, #AIWriting, #AIStory)

Artificial General Intelligence (AGI): How Close Are We to Achieving It? What is Artificial General Intelligence (AGI)? Explore its definition, real-world status, key challenges, risks, and why AGI is still far from reality.

What is Artificial General Intelligence (AGI)?

shorturl.at/wQGnS

#agi #ai #ArtificialGeneralIntelligence #blog #read #MindInventory

Axial GT: "This Isn't Skynet — You're Being Lied to About AI" | #Gaming #PCgaming #GenAI #AI #ArtificialGeneralIntelligence #PredictionMachines #AutoComplete #LargeLanguageModel #LLM #ChatGBT #Gemini #Grok #Claude #Copilot #LLaMa #CorporateFearMarketing #Hype #AGI
www.youtube.com/watch?v=9uBh...

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series can be read at:

https://www.billkochman.com/Articles/AGI-Supe

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series by Bill Kochman can be read at:

https://www.billkochman.com/

AI, CHATBOTS, DAEMONS AND DEMONS -- a Bill's Bible Basics article

#ArtificialIntelligence #Chatbots #ArtificialGeneralIntelligence #Daemons

This Bill’s Bible Basics 1-part article by Bill Kochman can be read at:

www.billkochman.com/Articles/AI-Chatbots-Dae...

‘We could hit a wall’: why trillions of dollars of risk is no guarantee of AI reward Progress of artificial general intelligence could stall, which may lead to a financial crash, says Yoshua Bengio, one of the ‘godfathers’ of modern AI

www.theguardian.com/technology/2...

#ai #datacenter #agi #stocks
#artificialgeneralintelligence

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series by Bill Kochman can be read at:

https://www.billkochman.com/A

With €520bn expected to be invested in AI this year, can it ever really deliver artificial general intelligence? Impact of AI on productivity is apparent but is still relatively small compared to the considerable investments in the technology to date

With €520bn expected to be invested in AI this year, can it ever really deliver artificial general intelligence? – The Irish Times – Our current artificial intelligence systems generally are not at the human level. But proponents hypothe... https://tinyurl.com/273nzqou #ArtificialGeneralIntelligence

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series by Bill Kochman can be read at:

https://www.billkochman.com/

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series by Bill Kochman can be read at:

https://www.billkochman.com/A

AI, CHATBOTS, DAEMONS AND DEMONS -- a Bill's Bible Basics article

#ArtificialIntelligence #Chatbots #ArtificialGeneralIntelligence #Daemons

This Bill’s Bible Basics 1-part article by Bill Kochman can be read at:

www.billkochman.com/Articles/AI-Chatbots-Dae...

Why Control Alone Will Fail: The Structural Limits of Top-Down AI Alignment The problem is not that top-down AI alignment strategies are wrong; it is that they are structurally insufficient once intelligence crosses certain thresholds of autonomy, generality, and self-reflect...

On the limits of top-down AI alignment
www.ecstadelic.net/top-stories/...
#AIAlignment #ArtificialSuperintelligence #ArtificialGeneralIntelligence #ASI #AGI #Superalignment #AISafety #EthicalAI #IntelligenceExplosion #CyberneticSingularity #RecursiveSelfImprovement #ExistentialRisks #AIGovernance

Why Control Alone Will Fail: The Structural Limits of Top-Down AI Alignment The problem is not that top-down AI alignment strategies are wrong; it is that they are structurally insufficient once intelligence crosses certain thresholds of autonomy, generality, and self-reflect...

On the limits of top-down AI alignment
www.ecstadelic.net/top-stories/...
#AIAlignment #ArtificialSuperintelligence #ArtificialGeneralIntelligence #ASI #AGI #Superalignment #AISafety #EthicalAI #IntelligenceExplosion #CyberneticSingularity #RecursiveSelfImprovement #ExistentialRisks #AIGovernance

Writer Fuel: How Close Is the AI Singularity – And What Can We Do About It In 2024, Scottish futurist David Wood was part of an informal roundtable discussion at an artificial intelligence (AI) conference in Panama, when the conversation veered to how we can avoid the most d...

WRITER FUEL: AI is entering an 'unprecedented regime.' Should we stop it — and can we — before it destroys us?

www.limfic.com/2025/12/28/w...

#WriterFuel #StoryIdeas #AGI #ArtificialIntelligence #ArtificialGeneralIntelligence #Singularity

COGNITIVE COMPUTERS, DARPA, OPENAI, AGI, SUPERINTELLIGENCE AND ELON MUSK -- a Bill's Bible Basics series

#ArtificialIntelligence #ArtificialGeneralIntelligence #Superintelligence #ElonMusk #DARPA

This Bill’s Bible Basics 4-part series by Bill Kochman can be read at:

https://www.billkochman.com/

What will your life look like in 2035? When AIs become consistently more capable than humans, life could change in strange ways. Here we look at how the era of artificial general intelligence might feel

What will your life look like in 2035? – In 2035, AIs are more than co-pilots in medicine, they have become the frontline for much primary care. Medical screening becomes highly sophisticated and perhaps a little invasive. Doctors could... https://tinyurl.com/2dmeyyyf #ArtificialGeneralIntelligence

Enjoy "The Last Garden," a surprisingly poignant AI-generated story. It's free and complete at 500ways.com/the-last-gar... ( #AI, #artificialIntelligence, #AIemotion, #AIfuture, #AIRobotics, #AIagentics, #AGI, #artificialGeneralIntelligence, #AIfiction, #AIWriting, #AIStory)

A tech company will claim to have achieved AGI. The news media won’t be ready. "Everyone is making their own yardsticks."

A tech company will claim to have achieved AGI. The news media won’t be ready. – There is no technical, universally agreed upon, provable threshold for AGI. Be wary of the language used by AI companies when describing their products. Foc... https://tinyurl.com/246okoun #ArtificialGeneralIntelligence

Integral AI, a Tokyo-based company founded by former Google veteran Jad Tarifi, has unveiled a new model that can learn entirely new tasks without relying on pre-existing datasets or human intervention.

#AGI #ArtificialGeneralIntelligence #RobotLearning #IntegralAI #TechInnovation