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  "note": "Check the retailer for current prices and availability. Text samples are excerpts, not complete books.",
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      "id": "how-ai-learns",
      "title": "How AI Learns",
      "subtitle": "A Child, a Machine, and the Future of Learning",
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      "relationship": "publisher-owned",
      "updated_at": "2026-10-24",
      "who_its_for": [
        "Parents and teachers seeking a conceptual comparison of human and machine learning.",
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        "Practitioners who want training recipes or hyperparameters — this is conceptual, not operational.",
        "Readers who already know the mechanics of backpropagation and want new technical depth."
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        "The child-development comparison is illustrative; the book does not claim the two mechanisms are formally equivalent.",
        "Coverage of adversarial training and RLHF is brief relative to their practical importance."
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      "id": "symbols-and-neurons",
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      "subtitle": "The Soul War of Artificial Intelligence",
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      "availability": "Confirm at retailer",
      "relationship": "publisher-owned",
      "updated_at": "2026-10-24",
      "who_its_for": [
        "Readers interested in the intellectual history of symbolic and neural AI.",
        "General readers seeking context for debates about hybrid systems."
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      "availability": "Confirm at retailer",
      "relationship": "publisher-owned",
      "updated_at": "2026-10-24",
      "who_its_for": [
        "Knowledge workers designing a more deliberate relationship with AI tools.",
        "Readers willing to try reflection exercises rather than collect prompts."
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        "Anyone who wants the argument without the exercises — the practices only work if you do them."
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      "title": "The Reasoning Machine",
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      "availability": "Confirm at retailer",
      "relationship": "publisher-owned",
      "updated_at": "2026-10-24",
      "who_its_for": [
        "Developers and technical evaluators seeking a conceptual lens on reasoning.",
        "Readers interested in the relationship between language, formal reasoning and physical experience."
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        "Readers who want benchmark tables — there are no tables here, only a framework for reading them.",
        "Anyone expecting coverage of a specific vendor’s model lineup; the book stays above product level."
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      "format": "Kindle ebook",
      "catalog_pages": 298,
      "price": null,
      "availability": "Confirm at retailer",
      "relationship": "publisher-owned",
      "updated_at": "2026-10-24",
      "who_its_for": [
        "Knowledge workers deciding what to delegate to AI.",
        "Readers interested in embodiment, memory and the language of mind."
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        "Readers looking for a coding tutorial or a tool walkthrough — there is no code in this book.",
        "Anyone who wants a single verdict on whether AI is \"conscious\"; the book argues the question is poorly posed rather than answering it."
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        "A conceptual narrative rather than an implementation manual or model benchmark.",
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