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DISTRIBUTED RESEARCH INITIATIVE

Helix Fabric

A distributed verification research initiative building multi-signal detection infrastructure for the age of synthetic identity. We engineer systems that prove authenticity at scale—because trust can no longer be assumed.

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MISSION_01

Our Mission.

Engineered Trust Infrastructure

"If identity can be generated, verification must be engineered."

Helix Fabric exists to close the structural credibility gap. We are a distributed research initiative focused on building the verification infrastructure layer that institutions need to operate in a world where synthetic identity, fabricated credentials, and AI-generated organizations are indistinguishable from the real thing at surface level.

Our work spans three domains: detection (identifying synthetic artifacts across temporal, linguistic, visual, and network dimensions), provenance (proving origin through cryptographic chain-of-custody), and governance (constitutional AI frameworks that refuse rather than hallucinate). Every system we build ships with its own audit trail.

CAPABILITIES_01

Core Capabilities

radar SCAN_FLEET

Scanner Fleet

Distributed crawl infrastructure with 40 scanner types executing 4-layer fallback (direct, browser, Wayback Machine, Google Cache). Recursive site mapping with content-signal classification across 1,774+ monitored targets.

  • [01] 4-LAYER FALLBACK CRAWLING
  • [02] CONTENT-SIGNAL CLASSIFICATION
  • [03] RECURSIVE SITE MAPPING
  • [04] 4-HOUR STALENESS GUARD
biotech DETECT_ENGINE

Detection Engine

8-signature detection framework scoring entities on temporal clustering, LLM text artifacts, network isolation, archive absence, and financial patterns. Per-signature confidence scoring with weighted fusion producing structured verdicts.

  • [01] 8-SIGNATURE FRAMEWORK
  • [02] PER-SIGNATURE CONFIDENCE
  • [03] WEIGHTED SIGNAL FUSION
  • [04] STRUCTURED VERDICT OUTPUT
hub CONSTELLATION

Constellation Mapping

Graph-level reference analysis using BFS/DFS to discover endorsement loops, closed reference cycles, and infrastructure sharing patterns. 11 constellation categories mapping signal profiles to organizational archetypes.

  • [01] BFS INBOUND DISCOVERY
  • [02] DFS LOOP DETECTION
  • [03] 11 CONSTELLATION TYPES
  • [04] REAL-TIME WEBSOCKET UPDATES
shield NULLIFY

Nullification Workflows

Defense-first response architecture producing page-type-specific nullification reports fused with detection verdicts. Per-domain sitemaps, findings dashboards, and aggregated OPSEC-compliant bloom views.

  • [01] PAGE-TYPE NULLIFICATION
  • [02] DETECTION VERDICT FUSION
  • [03] PER-DOMAIN SITEMAPS
  • [04] OPSEC-COMPLIANT REPORTING
TEAM_01

The Initiative.

Distributed Research Team

Helix Fabric operates as a distributed research initiative, combining independent researchers, automated scanner agents, and governance-layer AI systems into a unified verification network. Our operational model is designed for resilience—no single point of failure, no single model to fool.

person

Research Lead

T. Perry

Architecture, publications, detection methodology

smart_toy

Agent Fleet

24 Workers

Scanners, analyzers, overseers, sentinel agents

gavel

Governance Layer

Edenic Legion

7-pillar constitutional AI framework with debate cycles

The initiative follows a defense-first research model: every capability we develop for detecting synthetic identity is published alongside the detection methodology. Generation tools ship with defense tools. This is responsible security research—explain the attack surface, then close it.

ARCH_01

System Architecture

Stitch Topology View

Layer 01 — Ingestion
language
Direct Crawl
HTTP/2
public
Browser Render
Headless
history
Archive Fallback
Wayback + Cache
Layer 02 — Analysis
biotech
Detection Engine
8-Signature Framework
psychology
Overseer (LLM)
Embedding + Vectorize
Layer 03 — Persistence
storage
D1
Targets + Pages
cloud_upload
R2
Constellations
scatter_plot
Vectorize
Embeddings
Layer 04 — Output
dashboard
Findings Dashboard
Constellation + Verdict Fusion
cell_tower
Real-Time WebSocket
Durable Object Hibernate
SYS_STATUS
LIVE METRICS
Active
1,774
Targets Monitored
Active
24
Worker Fleet
Active
7
Publications
Growing
1.67
GB Signal Data (D1)
Detection Signatures
8 Types
SW (7) + C2PA (6) + Ecosystem/Möbius (4)
Constellation Templates
11 Categories
Infrastructure, personnel, content, network archetypes
Pages Classified
106+
Content-signal page type classification
RESEARCH_01

Our Research

Eight peer-reviewed publications documenting the synthetic credibility threat surface and the verification infrastructure required to meet it. All published via Zenodo with permanent DOIs.

PUB_01

The Helical Pipeline Architecture

DOI: 10.5281/zenodo.18501667
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PUB_02

Predictive Augmentation for Anticipatory Cyber Defense

DOI: 10.5281/zenodo.18520751
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PUB_03

Helix Fabric v2: Meta-Orchestrator

DOI: 10.5281/zenodo.18520761
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PUB_04

Synthetic Organizational Depth

DOI: 10.5281/zenodo.18520768
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PUB_05

Full-Spectrum Synthetic Organizations

DOI: 10.5281/zenodo.18521459
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PUB_06

Entity-Level Deepfakes and Intellectual Provenance

DOI: 10.5281/zenodo.18645301
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PUB_07

The Structural Credibility Gap

DOI: 10.5281/zenodo.18652592
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PUB_08 — Latest

Trust Must Be Proven: Verification Infrastructure for the Synthetic Era

DOI: 10.5281/zenodo.18652596
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COMMS_01

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Verification infrastructure for the synthetic era

Trust must be proven.

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