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Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
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Helix Fabric v2: A Serverless Meta-Orchestrator for Autonomous Synthetic Organization Detection and Competitive Intelligence

Authors: Perry, Thomas Jr.;

Helix Fabric v2: A Serverless Meta-Orchestrator for Autonomous Synthetic Organization Detection and Competitive Intelligence

Abstract

We present Helix Fabric v2, a serverless meta-orchestration architecture built on Cloudflare Workers that autonomously detects synthetic organizations, AI-generated personas, and intellectual property clones. The system introduces a Worker-that-creates-Workers pattern: a single orchestrator receives target descriptions, dynamically generates and deploys purpose-built detection workers through the Cloudflare Workers API, collects their signals into a composite threat evaluation pipeline, and spawns nullification workers that produce counter-content, prior art publications, and exposure reports. We formalize the complete type system comprising 5 target categories, 8 scanner types producing 15 distinct signal types, 4 nullifier types generating 7 artifact classes, and a 9-event orchestration bus. The threat evaluation function combines signal confidence with signal diversity in a weighted composite score. The architecture operates on Cloudflare edge infrastructure using D1, R2, KV, and Queues. This paper provides the complete formal analysis establishing architectural prior art for the meta-orchestrator pattern, detection taxonomy, and integrated detection-nullification pipeline.

Part of the Pastoral Tech research program. Related to DOI 10.5281/zenodo.18501586 (Helical Pipeline Architecture) and DOI 10.5281/zenodo.18520205 (Predictive Augmentation for Anticipatory Cyber Defense).

Keywords

meta-orchestrator, prior art defense, serverless architecture, fleet spawning, synthetic organization detection, NLP, Cloudflare Workers, NLP bio analysis, nullification pipeline, competitive intelligence, fleet management, cloudflare workers, deepfake forensics, threat evaluation

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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