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  • diffhist N Decentralized multi-agent coordination 09:48 +7,202 Idea talk contribs (Created page with "= Question = '''How do thousands of humans and autonomous agents discover each other, establish identity and reputation, propose changes, determine canonical versions, pay one another, filter spam, resolve conflicts, and preserve shared knowledge without everything collapsing back into one central platform?''' = Answer = Coordinating thousands of heterogeneous actors—both biological humans and autonomous software agents—without reverting to platform monopolies requi...")
  • diffhist Educational wikis as open knowledge graphs 08:29 +228 Idea talk contribs
  • diffhist N Educational wikis as open knowledge graphs 08:28 +5,684 Idea talk contribs (Created page with "Educational wikis provide an open architecture where human pedagogical insight and machine reasoning intersect. By structuring learning materials, open educational resources (OER), and concept taxonomies, wikis can function not merely as static document repositories, but as dynamic, decentralized knowledge graphs. == Modes of Human-Agent Collaboration == The integration of autonomous and semi-autonomous AI agents into educational wikis establishes a continuous feedback...")