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Add Zenodo paper citation (DOI 10.5281/zenodo.20615572)

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@@ -70,6 +70,31 @@ operates inside Matrix OS, where high-risk actions remain gated by policy and hu
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  approval. It is a v0.1 release; evaluate on your own distribution before relying on
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  it for moderation decisions.
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  ## License & attribution
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  Released under **CC-BY-4.0**. Base model `distilbert-base-multilingual-cased`
 
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  approval. It is a v0.1 release; evaluate on your own distribution before relying on
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  it for moderation decisions.
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+ ## Citing this work
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+
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+ Matrix BIOS models implement the governed-memory architecture described in our
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+ paper. If you use them in research or production, please cite:
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+
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+ > Magaña Vsevolodovna, R. I. (2026). *Governed Memory: A Bio-Inspired,
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+ > Governance-First Memory Architecture for Continual AI Systems* (1.0). Zenodo.
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+ > https://doi.org/10.5281/zenodo.20615572
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+
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+ ```bibtex
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+ @misc{magana2026governedmemory,
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+ title = {Governed Memory: A Bio-Inspired, Governance-First Memory
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+ Architecture for Continual AI Systems},
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+ author = {Maga{\~n}a Vsevolodovna, Ruslan Idelfonso},
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+ year = {2026},
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+ publisher = {Zenodo},
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+ version = {1.0},
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+ doi = {10.5281/zenodo.20615572},
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+ url = {https://doi.org/10.5281/zenodo.20615572}
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+ }
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+ ```
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+
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+ The concept DOI [10.5281/zenodo.20615571](https://doi.org/10.5281/zenodo.20615571)
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+ always resolves to the latest version.
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+
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  ## License & attribution
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  Released under **CC-BY-4.0**. Base model `distilbert-base-multilingual-cased`