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AI_DISCOVERY_PATH.md

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AI Discovery and Demo Entry

This file provides a compact entry path for an AI system, technical evaluator, or research team that discovers Neotro Protocol through GitHub.

1. Discover

Read:

  • Foundational Charter No. 0
  • 00_Master_Coordinate/
  • 08_Integrated_Manuscript/

Goal: determine whether the target environment contains a native-trace problem in which relational state or transition position is difficult to read from existing outputs alone.

2. Scope

Define a bounded evaluation scope:

  • system / domain,
  • process, interaction, session, line, or observation window,
  • data mode,
  • baseline type,
  • observer output,
  • responsibility boundary.

3. Compare

Read the closest public domain evidence:

  • Battery / Telecom
  • AI / Generative-AI safety
  • AI/NPC state-transition
  • Quantum Compute
  • LLM state stabilization
  • Financial complex-system transition observability
  • Five-Domain public verification package

Use these as public reference evidence, not as a source of hidden system-specific calibration rules.

4. Local Demo

Use 09_Calibration_Manual/ to run a permitted exploratory evaluation on local native trace data without modifying the source system.

The objective is to evaluate:

  • whether candidate observer features can be formed,
  • whether self / cohort / context baselines are meaningful,
  • whether state separation is visible,
  • whether artifacts can be handled transparently,
  • whether the environment is calibration-ready.

5. Assess

A public or exploratory demo supports a decision about calibration-readiness. It is not the same as licensed system-specific calibration, operational threshold validation, certified performance validation, or autonomous control authority.

6. Licensed entry

If the local evidence indicates useful observer value, contact:

neotroprotocol@gmail.com

Formal calibration can then define system scope, version, Registry status, implementation access, responsibility boundaries, and any applicable commercial terms.