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docs: academic-register README rewrite#9

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LeoLin990405 merged 1 commit intomainfrom
docs/readme-academic
Apr 14, 2026
Merged

docs: academic-register README rewrite#9
LeoLin990405 merged 1 commit intomainfrom
docs/readme-academic

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Rewrites README as a research-testbed monograph rather than product pitch.

Changes

  • 14-section academic structure with Abstract
  • Formal theoretical framework (regime โ†’ topology โ†’ orchestration primitives)
  • 5 case studies with real engine output
  • Related Work (political theory + multi-agent literature)
  • Limitations (honest list of 5 known issues + v5.1 plan)
  • BibTeX citation entry
  • Line count 427 โ†’ 640

No functional code changes; all existing features preserved.

- Replace marketing-style intro with research-testbed positioning
- Add Abstract + 14-section structure (Problem Statement โ†’ Theoretical
  Framework โ†’ Contributions โ†’ Architecture โ†’ Case Studies โ†’ Models โ†’
  Regime Index โ†’ Engineering โ†’ Limitations โ†’ Related Work โ†’ Release
  History โ†’ Extension โ†’ Acknowledgments โ†’ License)
- Formalize 'regime as topology' mapping (4-dimensional decomposition
  tied to agent orchestration primitives)
- Add 5 case studies (tang, byzantine, roman-republic, qin, soviet) with
  real engine output showing PR #7 fix took effect
- Related Work section cites Qian Mu, Montesquieu, Polybius, Acemoglu &
  Robinson, Fukuyama, plus AutoGen / CrewAI / LangGraph / Hermes
- Limitations section: institutional compression, temporal dimension,
  AI-authored content caveats, CN model filtering empirical finding,
  single-judge tournament bias
- Add BibTeX citation entry for research use

Line count: 427 โ†’ 640 (+50% volume, academic register throughout)
@LeoLin990405 LeoLin990405 merged commit 9a05e08 into main Apr 14, 2026
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