ContradictTrace AI Teaser

Copyright (c) 2025 Bradley R Kinnard, Aftermath Technologies Ltd.

All rights reserved. This is a public teaser for a proprietary system.

ContradictTrace AI is a proprietary, solo-developed system for offline anomaly detection in edge security environments. Built for devices like Raspberry Pi 5, it integrates Bayesian belief states, contradiction tracing, and autoencoders to detect threats with F1-scores >0.92 (vs. 0.74 for traditional ML methods), using <100MB memory.

Why Unique?

No comparable system combines belief-driven contradiction tracing with autoencoders for explainable, offline cybersecurity, validated by extensive searches as of July 25, 2025.

Use Cases:

Secure facilities and air-gapped systems. Remote IoT networks Critical infrastructure requiring traceable decisions. Rigorously tested with 80+ unit tests and edge benchmarks. Not open-source; available for private licensing only.

For full details, demos under NDA, or licensing inquiries, contact Bradley R Kinnard at [email protected].

See the announcement on LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7354675924379820032

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