Patent-Pending AI Technologies

Fair Witness AI™ & AGENIUS™

Revolutionary AI innovations solving the signal-from-noise crisis and creating personalized cognitive AI operating systems.

Fair Witness AI™

The Problem

The almost unlimited smothering of real journalism in our modern age. Currently there is no way to accurately separate the pure signal from pure AI-generated content competing for readers' attention within serious investigative journalism.

The Solution

A Digital Fair Witness AI™ — prohibition layer architecture preventing AI hallucination at the source.

What is Fair Witness AI?

Fair Witness AI represents a fundamental breakthrough in artificial intelligence authentication. Rather than attempting to detect AI-generated content after the fact, Fair Witness AI prevents hallucination at the architectural level through a patent-pending prohibition layer.

This dual-core AI processor architecture enforces strict boundaries between verified information and generative capabilities, creating a trustworthy signal in an increasingly noise-filled digital landscape.

Built on 40+ years of technology innovation, including pioneering work in remote desktop technology (Carbon Copy) and digital commerce (U.S. Patent 5,500,681 with 345+ citations), Fair Witness AI addresses the existential challenge facing journalism, legal documentation, and critical information systems in the age of generative AI.

AGENIUS™

Introduction to AGENIUS™

A personalized AI operating system for cognitive imitation - creating your digital cognitive twin.

AGENIUS™ Deep Dive

Understanding how AGENIUS™ creates your personalized cognitive operating system.

What is AGENIUS™?

AGENIUS™ is a revolutionary personalized AI operating system that creates your digital cognitive twin. Unlike generic AI assistants, AGENIUS™ learns your unique patterns of thinking, reasoning, and decision-making to provide truly personalized cognitive assistance.

Using decades of your personal data - writings, photographs, communications, and creative work - AGENIUS™ builds a comprehensive model of your cognitive processes, allowing it to think, respond, and create in ways that authentically reflect your personal style and expertise.

This patent-pending technology represents the next evolution in AI: moving from general-purpose tools to deeply personal cognitive partners that extend and amplify human intelligence while maintaining individual authenticity.

Patent Pending

Fair Witness AI™ and AGENIUS™ technologies filed as provisional patents, September 2025.

Targeting strategic acquisition opportunities with valuations of $40-75M. Potential buyers include Microsoft, Meta, and xAI.

Discuss Partnership Opportunities