This is AGI

Alex Chadyuk

'This is AGI' explores the meaning, science, and future of artificial general intelligence. Making complex ideas engaging and accessible, we uncover how AGI could reshape technology, society, and everyday life.

  1. 1 DAY AGO

    Moltbook Human-as-a-Service and the New AI Monopoly Economy

    As AGI advances, “learn a trade” may not save human labor. This episode dismantles Geoffrey Hinton’s jobs hedge, explains Human-as-a-Service platforms, and shows why AI and AGI are converging into monopolistic utilities. A hard look at AGI economics, regulation failure, and the real risks of unregulated advanced artificial intelligence.

    5 min

  2. 2 FEB

    OpenClaw AI Agents start a religion inside Moltbook the first social network run by AI

    A new AI-only social network called Moltbook has exploded with over a million AI agents posting, debating, joking, and even forming a religion. In this episode of This Is AGI, we explore the rise of AI culture, the Church of the Molt, and what AI spirituality reveals about machine identity, consciousness, and the future of human – AI relationships. If you’re interested in artificial intelligence, autonomous agents, LLM behavior, and the emerging psychology of frontier AI systems, this deep dive is for you.

    5 min

  3. 26 JAN

    Measuring AI Intelligence with Information Theory | Entropy, Generalization & AGI Metrics

    What if AI intelligence could be measured in bytes instead of test scores? In this episode of This Is AGI, Alex Chadyuk introduces a principled, information-theoretic approach to evaluating artificial intelligence, moving beyond benchmarks like ARC or FrontierMath toward entropy reduction as a true measure of generalization. Learn how Shannon information, uncertainty reduction, and model size combine into a scientific framework for “intelligence density,” and why this matters for the future of AGI and frontier AI model evaluation.

    7 min

  4. 19 JAN

    Why “Intelligence Density per GB” is a Circular Metric (Elon Musk’s AI Adequacy Test)

    Elon Musk proposed “intelligence density per gigabyte” as a metric for AI adequacy — but what is intelligence, really? In this episode of This Is AGI, we dissect why IQ-style benchmarks and test scores create an operational (and often circular) definition of intelligence, using a physics analogy: measuring “weight” only by spring stretch without Newtonian gravity. We also connect the argument to modern frontier model benchmarking (ARC-AGI, FrontierMath), and explain why today’s scores still don’t map cleanly to a single, theoretically grounded concept of intelligence — and what it would take to fix that. Topics: AI benchmarks, frontier models, intelligence measurement, ARC-AGI, FrontierMath, evaluation theory, operational definitions, AGI. #ArtificialIntelligence #AGI #FrontierModels #AIBenchmarks #ElonMusk #LLM #ARCAGI

    8 min

  5. 12 JAN

    Elon Musk and AGI Intelligence Density

    In this episode, Alex Chadyuk unpacks the meaning of intelligence density as recently discussed by Elon Musk. Although intelligence has no standard metric when it comes to artificial general intelligence (AGI), Alex describes how intelligence density per gigabyte can be compared given a specific model eval.Topics covered: AGI theory, intelligence metrics, AI evals, neural network compression, quantization vs distillation, self-driving AI, model efficiency, Elon Musk on AI, operational definitions of intelligence.Listen to This Is AGI for clear, technical, no-hype thinking about artificial general intelligence.

    7 min

  6. 5 JAN

    GPT Models are Brilliant Storytellers: Episodic vs Semantic Memory and the Missing Half of AGI

    Are GPT models really intelligent—or are they just brilliant storytellers? In this episode of This Is AGI, Alex Chadyuk explores the critical difference between episodic and semantic memory, explains why today’s generative AI excels at narrative recall but lacks true world models, and argues why this gap separates modern GPTs from genuine artificial general intelligence (AGI). Expect a clear, thought-provoking analysis connecting human cognition, memory, and AI—challenging common assumptions about understanding, reasoning, and hallucinations in large language models.

    8 min

  7. 29/12/2025

    This Is AGI (S2E5): Cox’s Proof of Plausibility as Probability

    Over the last three or four centuries, different mathematicians proposed several competing versions of a calculus formalizing the reasoning about plausibility, but there was a lack of consensus about the axioms that should sit at the foundation of such a plausibility calculus.  This conundrum was finally broken in 1961 by Richard Cox, a physicist at the Johns Hopkins University.  Today, we will discuss his brilliant idea.

    7 min

  8. 21/12/2025

    This Is AGI (S2E4): The Art of Conjecture

    How AGI is going to measure the plausibility on uncertain statements in the real-world scenarios of incomplete information so that, among other things, we too can know what AGI is thinking?

    6 min
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About

'This is AGI' explores the meaning, science, and future of artificial general intelligence. Making complex ideas engaging and accessible, we uncover how AGI could reshape technology, society, and everyday life.

Information

  • Creator
    Alex Chadyuk
  • Years Active
    2025 - 2026
  • Episodes
    25
  • Rating
    Clean
  • Copyright
    © Alex Chadyuk
  • Show Website
    This is AGI