Detecting synthetic organizations.
Defending trust systems.
Published research on AI-generated organizational impersonation, deepfake detection, and constitutional governance frameworks. Backed by a live detection API and 14+ months of timestamped prior art.
Peer-verified on Zenodo
Each paper is independently verifiable, timestamped, and DOI-registered. From pipeline architecture to live detection — a complete research chain.
Helical Pipeline Architecture
Foundational architecture for recursive intelligence pipelines. Introduces the helical processing model that powers downstream detection systems.
View on Zenodo →Predictive Augmentation for Anticipatory Cyber Defense
Anticipatory defense methodology using predictive signal augmentation to detect threats before they materialize into organizational compromises.
View on Zenodo →Helix Fabric v2 Meta-Orchestrator
The meta-orchestration layer coordinating 24 specialized workers across scanning, detection, and classification pipelines at the edge.
View on Zenodo →Synthetic Organizational Depth
Demonstrates that a fully believable synthetic organization can be fabricated for ~$50 plus $200/month. Presents the 15-signal detection framework.
View on Zenodo →A $50 Attack on Trust Systems in Faith-Technology
Refined analysis of credibility threats in the faith-technology sector. Helix Fabric v2 with 15 signal types across multiple worker categories.
View on Zenodo →Full-Spectrum Synthetic Organizations
Complete organizational impersonation infrastructure for under $500. Three attack layers: real-time deepfakes, backdoored LLMs, and governance gaps.
View on Zenodo →Research you can query,
not just read
Helix Fabric v2 runs continuously at the edge, scanning 53+ targets with 15 signal types. The API is the living implementation of the published research — every paper's methodology, deployed and queryable.
Explore the API →curl https://api.signabuilder.com/api/scan
# Response: detection signals
{
"signals": 15,
"targets_scanned": 53,
"workers_active": 24,
"signal_types": [
"sw_detection",
"c2pa_verification",
"bio_entropy",
"network_analysis"
]
}
14+ months of timestamped research
From the first helical pipeline paper in 2024 to full-spectrum synthetic organization detection in 2026 — a continuous, verifiable chain of prior art with SHA-256 content hashes and Zenodo DOI registration.
Read the Papers →