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2025
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| Online Access: | https://doi.org/10.5281/zenodo.17957431 |
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| _version_ | 1866901193657155584 |
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| author | Karlström, Renée |
| author_facet | Karlström, Renée |
| contents | <p><strong>Addendum Notice:</strong><br>This white paper has been extended by a technical addendum focusing on the implementation of the MTM (Memory Transductive Module), published on December 18, 2025.<br>See: <em>Renée Karlström (2025),</em><br><strong>“SOIA Technical Addendum 1: MTM Module for Contextual Optimization and Semantic Security”</strong>,<br>Zenodo, DOI: <a href="https://doi.org/10.5281/zenodo.17970052" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.17970052</a></p> <p>This white paper has been extended by a second technical addendum focusing on long-horizon coherence, memory regulation, and energy-efficient inference in SOIA-based architectures. Published on December 26, 2025.<br>See: <em>SOIA – Technical Addendum 2: Optimizing Long-Horizon Coherence and Energy Efficiency</em></p> <p>https://doi.org/10.5281/zenodo.18064698</p> <p> </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17957431 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | SOIA (Self-Optimizing Intelligence Architecture): A Framework for Relational Anchorage and Entropic Stability in Large Language Models Karlström, Renée <p><strong>Addendum Notice:</strong><br>This white paper has been extended by a technical addendum focusing on the implementation of the MTM (Memory Transductive Module), published on December 18, 2025.<br>See: <em>Renée Karlström (2025),</em><br><strong>“SOIA Technical Addendum 1: MTM Module for Contextual Optimization and Semantic Security”</strong>,<br>Zenodo, DOI: <a href="https://doi.org/10.5281/zenodo.17970052" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.17970052</a></p> <p>This white paper has been extended by a second technical addendum focusing on long-horizon coherence, memory regulation, and energy-efficient inference in SOIA-based architectures. Published on December 26, 2025.<br>See: <em>SOIA – Technical Addendum 2: Optimizing Long-Horizon Coherence and Energy Efficiency</em></p> <p>https://doi.org/10.5281/zenodo.18064698</p> <p> </p> |
| title | SOIA (Self-Optimizing Intelligence Architecture): A Framework for Relational Anchorage and Entropic Stability in Large Language Models |
| url | https://doi.org/10.5281/zenodo.17957431 |