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. 19 ชม. ที่แล้ว

    Judea Pearl on Why LLMs Won’t “Scale” to AGI — and What Comes Next (Causal World Models)

    Judea Pearl argues that today’s transformer-based LLMs have mathematical limits that prevent them from internalizing causal world models, so “just scaling” them won’t deliver AGI. But does that mean LLMs are a dead end? In this episode, I break down what Pearl actually said, why the Internet misquotes it, and why the path to artificial general intelligence may come from a simpler breakthrough that produces “good-enough” causal reasoning, just like the transformer algorithm did for language. Topics: AGI, causal AI, causal inference, Judea Pearl, transformers, LLM limitations, world models, scaling laws, reasoning, next-gen AI architectures.

    6 นาที

  2. 16 ก.พ.

    Agentic AI in the Enterprise: The New Management Skillset for the Age of AGI

    As AGI moves from theory to deployment, the definition of “leadership” is shifting fast. In this episode of This Is AGI, Alex Chadyuk explains why the AI era is bringing back the classic general manager skillset—clear vision, critical thinking, and tight communication—while “agentic AI” starts to look less like software and more like a new organizational unit inside your company. You’ll learn how deploying AI agents changes strategy, operating models, and what executives must be able to articulate: goals, objectives, guardrails, and metrics for progress. Topics: AGI, agentic AI, enterprise AI, AI leadership, AI strategy, management in the age of AGI, executive decision-making, organizational design. Subscribe for more on artificial general intelligence and the future of work.

    5 นาที

  3. 9 ก.พ.

    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 นาที

  4. 2 ก.พ.

    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 นาที

  5. 26 ม.ค.

    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 นาที

  6. 19 ม.ค.

    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 นาที

  7. 12 ม.ค.

    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 นาที

  8. 5 ม.ค.

    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 นาที
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'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.

ข้อมูล

  • ผู้จัดทำ
    Alex Chadyuk
  • ออกอากาศปี
    พ.ศ. 2568 - พ.ศ. 2569
  • ตอน
    27
  • การจัดระดับ
    เหมาะสม
  • ลิขสิทธิ์
    © Alex Chadyuk
  • เว็บไซต์รายการ
    This is AGI