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March 2026
Institute for Epistemic Stability Announces Unbiased Fact Verification Framework
New methodology offers radical alternative to traditional fact-checking through mathematically guaranteed impartiality.
The Institute for Epistemic Stability (IES) today released its foundational methodology for a new approach to fact verification. The Unbiased Fact Verification Framework (UFVF) represents a fundamental reconceptualization of how contested claims might be adjudicated in an era of declining institutional trust.
"We are not claiming to have solved the problem of truth," said the Institute's Principal Investigator. "We are proposing a system that is honest about the limitations inherent in any adjudication process, and that distributes the inevitable arbitrariness of verdict assignment in a mathematically equitable way."
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Internal Document
Not For Public Distribution
Media Q&A Preparation Document
Internal briefing materials for Institute representatives responding to media inquiries. Contains anticipated questions and suggested talking points.
Note: This document was inadvertently included in a public records request response. In keeping with our commitment to radical transparency, we have elected not to request its removal from circulation.
Brand Guidelines
When referencing the Institute or the UFVF methodology, please use the following:
- Full name: Institute for Epistemic Stability
- Abbreviation: IES (acceptable after first reference)
- Methodology: Unbiased Fact Verification Framework (UFVF)
- Pilot platform: Randomized Adjudication Platform (RAP)
Please do not describe the UFVF as "random fact-checking" or "coin-flip verification." The methodology employs cryptographically secure randomization within a structured evidentiary framework. There is a difference. We think.