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  short_description: Spawn symbolic minds. Evolve awareness. Log collapse.
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  ---
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  # 🧠 RFTSystems / symbolic_mutations
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  **Author:** Liam Grinstead
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  This project is part of a validated framework documented in:
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  - **Grinstead, L. (2025).** *Rendered Frame Theory (RFT) — Full Validation Series (Stages 1–12)*. Zenodo. [https://doi.org/10.5281/zenodo.17443453](https://doi.org/10.5281/zenodo.17443453)
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  - **Grinstead, L. (2025).** *Quantum-Simulation: A Probabilistic Framework for Observer-Driven Agent Behavior within RFT*. Research Square. [https://doi.org/10.21203/rs.3.rs-7319278/v1](https://doi.org/10.21203/rs.3.rs-7319278/v1)
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  ## 🏆 Hugging Face Tags
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- `symbolic-ai`, `consciousness`, `falsifiability`, `codex`, `liam-grinstead`, `rft`, `gvu`, `agent-simulation`, `symbolic-mutations`
 
 
 
 
 
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  short_description: Spawn symbolic minds. Evolve awareness. Log collapse.
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  ---
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+ © 2025 Liam Grinstead — All Rights Reserved
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+ This repository is governed by a custom license. See the LICENSE file and Zenodo DOI for full terms.
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+ DOI: [https://doi.org/10.5281/zenodo.17460107](https://doi.org/10.5281/zenodo.17460107)
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+
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  # 🧠 RFTSystems / symbolic_mutations
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  **Author:** Liam Grinstead
 
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  This project is part of a validated framework documented in:
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+ © 2025 Liam Grinstead — All Rights Reserved
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+ This repository is governed by a custom license. See the LICENSE file and Zenodo DOI for full terms.
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+ DOI: [https://doi.org/10.5281/zenodo.17460107](https://doi.org/10.5281/zenodo.17460107)
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+
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  - **Grinstead, L. (2025).** *Rendered Frame Theory (RFT) — Full Validation Series (Stages 1–12)*. Zenodo. [https://doi.org/10.5281/zenodo.17443453](https://doi.org/10.5281/zenodo.17443453)
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  - **Grinstead, L. (2025).** *Quantum-Simulation: A Probabilistic Framework for Observer-Driven Agent Behavior within RFT*. Research Square. [https://doi.org/10.21203/rs.3.rs-7319278/v1](https://doi.org/10.21203/rs.3.rs-7319278/v1)
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  ## 🏆 Hugging Face Tags
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+ `symbolic-ai`, `consciousness`, `falsifiability`, `codex`, `liam-grinstead`, `rft`, `gvu`, `agent-simulation`, `symbolic-mutations`
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+
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+ © 2025 Liam Grinstead — All Rights Reserved
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+ This repository is governed by a custom license. See the LICENSE file and Zenodo DOI for full terms.
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+ DOI: [https://doi.org/10.5281/zenodo.17460107](https://doi.org/10.5281/zenodo.17460107)