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| Formato: | Recurso digital |
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Zenodo
2026
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| Acceso en línea: | https://doi.org/10.5281/zenodo.18684749 |
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| _version_ | 1866901978168164352 |
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| author | Zafar, Usman |
| author_facet | Zafar, Usman |
| contents | <p>The monograph develops a rigorous mathematical scaffold for alignment, misalign<br>ment dynamics, drift processes, attention decay, and domain-dependent visibility. It<br>introduces the Dual Failure Law, proving that all failures reduce to two fundamental<br>vectors: Domain Drift and Focus Loss. Extensive simulations illustrate misalignment<br>trajectories under stochastic drift, adaptation constraints, and perceptual decay. Cross<br>domain case studies demonstrate the universality and predictive power of the frame<br>work. The combined UPM+KAD calculus provides a generalizable, mathematically<br>grounded approach for designing resilient systems, forecasting failures, and engineer<br>ing adaptive alignment mechanisms.. at 10.5281/zenodo.18684749</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18684749 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Unified Principle of Misalignment and KAD Theory: A Cross-Domain Framework for Alignment, Perception, and Systemic Failure Zafar, Usman <p>The monograph develops a rigorous mathematical scaffold for alignment, misalign<br>ment dynamics, drift processes, attention decay, and domain-dependent visibility. It<br>introduces the Dual Failure Law, proving that all failures reduce to two fundamental<br>vectors: Domain Drift and Focus Loss. Extensive simulations illustrate misalignment<br>trajectories under stochastic drift, adaptation constraints, and perceptual decay. Cross<br>domain case studies demonstrate the universality and predictive power of the frame<br>work. The combined UPM+KAD calculus provides a generalizable, mathematically<br>grounded approach for designing resilient systems, forecasting failures, and engineer<br>ing adaptive alignment mechanisms.. at 10.5281/zenodo.18684749</p> |
| title | The Unified Principle of Misalignment and KAD Theory: A Cross-Domain Framework for Alignment, Perception, and Systemic Failure |
| url | https://doi.org/10.5281/zenodo.18684749 |