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March 28, 20260 citationsOpen Access

The Architectural Audit: Why the Global Plan to End Tb Requires a Deterministic Pivot

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OORCIDTKTshibangu Kabanga

Key Points

  • This audit aims to address systemic issues hampering the eradication of tuberculosis (TB) by proposing a deterministic approach rather than a probabilistic one.
  • Critically deconstructed the Global Plan to End TB 2023-2030 with focus on four major issues: Human Agency, Infrastructure Fragility, Geopolitical Sovereignty, and Algorithmic Complexity.
  • Proposed deterministic solutions including AI-powered Digital Chest X-rays and automated mobile financial transfers for diagnoses.
  • Introduced innovative infrastructure strategies such as low-power edge-computing nodes to improve diagnostics in underserved areas.
  • Suggested the use of State Space Models (SSMs) to efficiently manage infection chains and enhance responsiveness.
  • Identified vulnerabilities in the current 'Success-Only' model following disruptions from COVID-19.
  • Highlighted the necessity of transitioning from outdated diagnostic methods to automated, technology-driven solutions.
  • Proposed financial incentives linked to health outcomes to empower patients and stakeholders.
  • Emphasized the importance of a collaborative, decentralized approach using mechanisms like Bilateral Health Bonds for TB R&D funding.

Abstract

Overview This audit provides a critical cybernetic and epidemiological deconstruction of the Global Plan to End TB 2023-2030. It identifies the current US 249. 98B roadmap as a "Success-Only" probabilistic model that remains highly vulnerable to systemic collapse following the progress "amputation" caused by COVID-19. Key Objectives The paper seeks to resolve four critical "Black Boxes" that currently impede global eradication efforts: Human Agency, Infrastructure Fragility, Geopolitical Sovereignty, and Algorithmic Complexity. By moving beyond "hope-based" advocacy, the author proposes a Deterministic Construction framework—treating the end of TB as an engineered certainty rather than a statistical guess. Proposed Technical Solutions Deterministic Filtering: A mandate for a 100% transition from manual microscopy to AI-powered Digital Chest X-ray (CXR) to eliminate the "Subclinical Blind Spot" in asymptomatic carriers. Incentive Logic: Utilizing structural violence mitigation to "lock" diagnoses to immediate, automated mobile financial transfers, transforming patients into system-stakeholders. Rhizomatic Infrastructure: Deployment of satellite-linked, low-power edge-computing nodes to ensure "Relational Saturation" and diagnostic persistence in connectivity-deprived regions. Linear-Time Modeling: Implementation of State Space Models (SSMs) —specifically Mamba-inspired architectures—to allow linear-time processing of massive infection chains on standard mobile hardware. Sovereign Entanglement: The creation of Bilateral Health Bonds and automated smart-contract GERD taxing to align a nation's GDP growth and credit ratings with real-time epidemiological performance. Conclusion The audit concludes with the Omega Mandate: a call to amputate obsolete diagnostic protocols, automate financial support circuits, and entangle sovereign interests into a decentralized TB R&D treasury. Keywords Tuberculosis (TB) Global Plan to End TB Cybernetics Edge Computing State Space Models (SSMs) Public Health Architecture Deterministic Modeling Epidemiology Smart Contracts

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Cite This Study

ORCID et al. (2026) studied this question.

synapsesocial.com/papers/69c772938bbfbc51511e327fhttps://doi.org/10.5281/zenodo.19233648
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