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title: "Research | Safwan AlModhayan"
description: "Research connected to Safwan AlModhayan, distinguishing workshop proceedings from preprints and drafts."
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## Language versions
- [ar-SA](https://isafwan.com/ar/research/)
- [en](https://isafwan.com/en/research/)
- [ru](https://isafwan.com/ru/research/)
- [x-default](https://isafwan.com/ar/research/)
- [zh-CN](https://isafwan.com/zh-CN/research/)

[Safwan AlModhayan A living intellectual interface](https://isafwan.com/en/)

# Research

## Research

[Research / Manuscript completeThe Digital Prosperity Paradox: A Framework for Measuring Service Continuity Under Dependencies and Common ShocksA service-continuity framework and reproducible synthetic experiment comparing three dependency architectures, with results, inference limits and a proposed Saudi validation protocol.](https://isafwan.com/en/research/digital-prosperity-service-continuity/)[Research / Manuscript completeThe Token Deflation Trap: A Preliminary Model of the Economic Value of Accelerated Compute’s Commercial LifeA reproducible synthetic six-year study of how inference-unit price decline, demand elasticity, capacity growth, variable cost and discounting shape computing investment returns.](https://isafwan.com/en/research/token-deflation-compute-payback/)[Research / Manuscript completeThe Conditional Predictive Value of Satellite Nighttime Lights in the Saudi EconomyA reproducible synthetic study of whether nighttime lights add predictive value to Saudi economic nowcasting—and how that value can reverse after a lighting-regime change.](https://isafwan.com/en/research/nighttime-lights-predictive-value/)[Research / PreprintFrom Token Factories to Thermal SchedulersA synthetic linear-program experiment and field-test protocol for deadline-valid AI inference, electricity, cooling water, GPU/LPU telemetry and weather.](https://isafwan.com/en/research/thermal-aware-inference-study/)[Research / Manuscript completeFrom Report to Executable Contract: A Conceptual Study and Computational Experiment in Exportable Software-Failure KnowledgeA conceptual working paper and reproducible synthetic demonstration of executable failure contracts, semantic transfer, test oracles and the commercial evidence an export industry would require.](https://isafwan.com/en/research/executable-failure-contracts/)[Research / Manuscript completeThe Reproduction Boundary: A Testable Model of Supplier-Independent Technical RecoverabilityA research working paper on the Reproduction Boundary and a testable model for restoring technical capability after supplier loss.](https://isafwan.com/en/research/reproduction-boundary-supplier-independence/)[Research / Manuscript completeData Embassies and Saudi Sovereign Continuity: A Testable Comparative FrameworkAn analytical working paper comparing the legal protection of a data embassy, cases of record continuity under war and disaster, and cryptographic distribution, with proposed tests for any Saudi application.](https://isafwan.com/en/research/data-embassies-sovereign-continuity/)[Research / Manuscript completeA Model of Distributed Authority During Disruption: The Limits of Safe Local Decision-Making in Digital State ServicesA bounded 25-state, five-policy computational examination of safe local authority for offline public services, with explicit limits.](https://isafwan.com/en/research/delegated-authority-network-partition/)[Research / Manuscript completeCode Does Not Fly on Its OwnAn analytical paper based on open sources that separates AI use, produced outputs, independent verification, and operational capability, placing the northern Yemen case in regional history without exceeding the limits of attribution or evidence.](https://isafwan.com/en/research/code-does-not-fly-alone/)[Research / PublishedLahjawi: Arabic Cross-Dialect TranslatorA paper in the January 2025 WACL-4 proceedings, with Safwan AlModhayan among its co-authors, on Arabic cross-dialect translation.](https://isafwan.com/en/research/lahjawi/)[Research / PreprintWasm: A Pipeline for Constructing Structured Arabic Interleaved Multimodal CorporaA 2025 arXiv preprint co-authored by Safwan AlModhayan, on constructing Arabic multimodal corpora.](https://isafwan.com/en/research/wasm-arabic-corpora/)