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Curated Resources

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Books, papers, tools, and projects worth knowing. Curation means context — don’t just link, explain why it matters.

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    Essential Readings for Pyragogy A link without context is just noise. These resources have context. Foundational Texts The Peeragogy Handbook Authors: Howard Rheingold et al. | Available at: peeragogy.org | License: CC BY-SA What it is: A community-written guide to peer-to-peer learning, first published in 2012 and continuously updated. Why it matters to Pyragogy: Pyragogy is a direct evolution of this work. Understanding Peeragogy gives you the vocabulary (patterns, roles, emergent structure) and the spirit (horizontal, collaborative, self-organized) that Pyragogy extends. What to read it for: The pattern language chapters. The “Wrapper” and “Heartbeat” roles are still relevant in human-AI contexts. A Pattern Language Author: Christopher Alexander | Published: 1977, Oxford University Press What it is: Alexander’s documentation of 253 recurring patterns in architecture and urban design. The methodology, not the content, is what matters for Pyragogy. Why it matters to Pyragogy: A pattern isn’t a recipe — it’s a context-sensitive solution with documented failure modes. This distinction is foundational. What to read it for: The introduction only is enough to understand the methodology. Connectivism: A Learning Theory for the Digital Age Author: George Siemens | Published: 2005 (paper, available online) What it is: Siemens’ argument that learning in networked environments can’t be fully explained by existing learning theories. Knowledge, in a connected world, resides in networks of connections. Why it matters to Pyragogy: The question “where is knowledge stored?” becomes more interesting when part of the answer is “in the LLM.” Thinking Fast and Slow Author: Daniel Kahneman | Published: 2011 What it is: Dual-process theory: System 1 (fast, intuitive) and System 2 (slow, deliberate). Why it matters to Pyragogy: Many problems in AI-assisted work — over-relying on confident AI outputs, anchoring on first responses — are System 1 failures. Pyragogy practice requires deliberate System 2 engagement. What to read it for: Part I (Two Systems) and Part III (Overconfidence). Add Your Own Post resources using this structure: ### [Title] **Author(s):** | **Available at:** | **License:** **What it is:** [2 sentences] **Why it matters to Pyragogy:** [2-3 sentences] **What to read it for:** [1 sentence] Resources without context get moved to a “raw links” section. That’s the deal. Human-AI Co-Creation