UNIFIED LATENT INTELLIGENCE PHILOSOPHY (LIP) FRAMEWORK (ULF)
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| Natura: | Recurso digital |
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Zenodo
2025
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| _version_ | 1866902058411491328 |
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| author | Nalam, Allan John |
| author_facet | Nalam, Allan John |
| contents | <p><strong>Unified Latent Intelligence Philosophy (LIP) Framework (ULF): A Global Standard for Autonomous AI Governance</strong></p> <p><strong>Abstract:</strong> The <strong>Unified Latent Intelligence Philosophy (LIP) Framework (ULF)</strong> is a pioneering meta-governance model designed to manage the "Latent Intelligence" of advanced AI systems. As AI moves toward autonomy (Agentic AI), traditional reactive ethics are no longer sufficient. The ULF introduces a <strong>Prevention-First</strong> architectural paradigm, ensuring that ethical guardrails are embedded within the AI's internal decision-making layers before deployment.</p> <p>This framework provides the core theoretical and operational foundations used across 23 specialized sectors. It addresses the "Black Box" problem by establishing:</p> <ul> <li> <p><strong>The LIP Protocol:</strong> A methodology for identifying and auditing hidden biases and emergent behaviors in latent data spaces.</p> </li> <li> <p><strong>Unified Governance Architecture:</strong> A scalable system for aligning machine intelligence with human values, legal standards, and societal safety.</p> </li> <li> <p><strong>Cross-Sectoral Integration:</strong> A blueprint for how diverse industries (from Healthcare to National Security) can share a common ethical DNA while maintaining sector-specific protocols.</p> </li> </ul> <p>The ULF is an essential resource for AI researchers, global policy-makers, and enterprise architects seeking a robust, future-proof solution for the challenges of 2026 and beyond.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18019219 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | UNIFIED LATENT INTELLIGENCE PHILOSOPHY (LIP) FRAMEWORK (ULF) Nalam, Allan John <p><strong>Unified Latent Intelligence Philosophy (LIP) Framework (ULF): A Global Standard for Autonomous AI Governance</strong></p> <p><strong>Abstract:</strong> The <strong>Unified Latent Intelligence Philosophy (LIP) Framework (ULF)</strong> is a pioneering meta-governance model designed to manage the "Latent Intelligence" of advanced AI systems. As AI moves toward autonomy (Agentic AI), traditional reactive ethics are no longer sufficient. The ULF introduces a <strong>Prevention-First</strong> architectural paradigm, ensuring that ethical guardrails are embedded within the AI's internal decision-making layers before deployment.</p> <p>This framework provides the core theoretical and operational foundations used across 23 specialized sectors. It addresses the "Black Box" problem by establishing:</p> <ul> <li> <p><strong>The LIP Protocol:</strong> A methodology for identifying and auditing hidden biases and emergent behaviors in latent data spaces.</p> </li> <li> <p><strong>Unified Governance Architecture:</strong> A scalable system for aligning machine intelligence with human values, legal standards, and societal safety.</p> </li> <li> <p><strong>Cross-Sectoral Integration:</strong> A blueprint for how diverse industries (from Healthcare to National Security) can share a common ethical DNA while maintaining sector-specific protocols.</p> </li> </ul> <p>The ULF is an essential resource for AI researchers, global policy-makers, and enterprise architects seeking a robust, future-proof solution for the challenges of 2026 and beyond.</p> |
| title | UNIFIED LATENT INTELLIGENCE PHILOSOPHY (LIP) FRAMEWORK (ULF) |
| url | https://doi.org/10.5281/zenodo.18019219 |