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  LLMO v0.1.0
  Written by Nicholas Chavez (@thegigachav)
  Released: April 2026
  License: Open protocol. Use it. Build on it.
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  If you are reading this, you are early.

  LLMO was not built by a company. It was built by
  one person with two models, a terminal, and a
  conviction that the way machines understand the
  world should not be left to accident.

  Nicholas studied economics at Harvard and
  cybersecurity at Brown. The first taught him how
  systems price truth. The second taught him how
  systems lose it.

  LLMO sits at the intersection.

  This is a protocol specification for how entities,
  claims, and operational truth should be structured
  for machine reasoning systems. It was written
  because nobody else had written it yet, and the
  window to define it correctly is closing.

  If you find errors, say so. If you want to
  contribute, reach out. If you build something
  on top of this, that is the point.

  — NC

  Contact:
    X ........... @thegigachav
    Web ......... llmo.org

  Thanks for reading the docs.
  Most people don't.
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