Researching failure before it becomes consequence.

Independent research and development focused on structural weaknesses, governance drift, technological failure modes, and systems that can be made safer before failure becomes irreversible.

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PFRG applies pre-failure thinking across different domains — identify the failure condition before building the remedy. These three give the clearest entry point into the work.

Governance Integrity

OmniSniffer

A governance integrity and pre-failure detection platform designed to measure institutional drift and preserve independently verifiable evidence.

Founding Framework

A New Foundation

A governance framework rebuilding foundational claims around an auditable harm-based model and structural constraints.

Knowledge Architecture

Truth Memory Vaults

A physical, air-gapped repository architecture for an ungated Universal Commons.

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PFRG Method

Design against failure before success hides it.

The work begins with the failure condition: what can drift, what can be captured, what can become unverifiable, and what happens when a trusted actor is wrong.

Evidence before assumption.
Claims should remain traceable to what supports them.
Visible failure.
Systems should fail loudly rather than quietly hiding uncertainty.
Resistance to capture.
Governance must account for the failure of trusted operators.

Publication does not imply that every implementation detail is public. Some material may remain withheld where disclosure would compromise security, research integrity, privacy, or intellectual property.

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