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putmanmodel/README.md

PUTMAN Model™

Symbolic Framework for Emotional Recursion in Games, Narrative, and AI


The PUTMAN Model™ is an evolving symbolic cognition system that endows digital agents with emotional memory, recursive tone awareness, and subjective resonance. I have a passion for bridging the gap between digital models and biological experience. Built as a modular toolkit, it currently includes two flagship engines — each tackling a different facet of meaning drift, field dynamics, and identity formation:


⚙️ L.L.O.Y.D. – Language Layers Over Your Data

A deviation engine that tracks how meaning shifts across utterances and how emotional memory responds. Originally a CLI experiment, it now simulates symbolic drift and internal contradiction — behaving almost like a psyche under pressure.

🌐 Spanda Engine

A real-time emotional physics engine driven by proximity-based resonance and tone decay. Spanda simulates cascading affect, field memory, and symbolic contagion across swarms of agents or NPCs.

🚪 Doorknob (in development)

A third system in the works — designed to bridge the gap between symbolic AI logic and lived human experience. Doorknob will explore resonance translation across digital and narrative layers, allowing for deeper psychological modeling and symbolic anchoring.


🔧 Key Use Cases

  • Narrative Games & RPGs
  • NPC Behavior & Emotional Field Modeling
  • LLM-Powered Agents with Recursive Self-Awareness
  • Simulated Societies & Belief Drift Experiments
  • Therapy, Education, & Emotional Analytics Tools

🔗 Resources & Links


📄 DOI Citations (Zenodo)

  • L.L.O.Y.D.
    DOI

  • Spanda (Emotional Reverb Demo)
    DOI

  • Resonant Field Mapping
    DOI

  • PUTMAN Model (Core framework)
    DOI

🧠 Theory & Writing


📜 License

Shared under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
All symbolic system names (PUTMAN Model™, Spanda™, L.L.O.Y.D.™, Doorknob™, etc.) are protected by timestamped public use.


🤝 Get Involved

Interested in testing, forking, or discussing strange symbolic feedback loops?
Open an issue on GitHub or DM @putmanmodel.
Let’s explore emotional recursion together.

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  1. kingpin_demo kingpin_demo Public

    Toy governance CLI demo: deny-by-default “danger actions” gated by signed, expiring capability leases (global revoke-all + nonce revoke) plus guarded memory quarantine. Simulation-only: no real net…

    Python