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Disclaimer

Effective date: March 26, 2026 · UVRN / Suttle Media

Mission: to trust the answer the first time. Every time — but only when that trust is earned through transparent, verifiable, and honestly sourced data. Please read the following carefully before using UVRN.

1. UVRN Sources Data — It Does Not Produce It

UVRN aggregates and cross-references information from third-party data sources. We do not own, control, or warrant the accuracy, completeness, or timeliness of any underlying data. The quality of any output is directly dependent on the quality of the sources available at the time of the request. UVRN is a verification layer — not a data authority.

2. A ∆-Score Is Not a Guarantee of Truth

The ∆-Score and consensus outcome reflect the degree of agreement between independent sources at a specific point in time — nothing more. A high score means sources agreed; it does not mean the claim is objectively correct, complete, or will remain accurate in the future. Consensus among sources is evidence of alignment, not proof of reality.

3. You Are Always the Final Decision-Maker

UVRN is a verification tool, not an authority. Any conclusions, decisions, or actions taken based on UVRN outputs are solely the responsibility of the individual user. We strongly encourage critical thinking and independent verification before acting on any result. Do not substitute UVRN for professional judgment, domain expertise, or your own due diligence.

4. Not Professional Advice

Nothing produced by UVRN — including receipts, scores, or consensus outcomes — constitutes legal, financial, medical, scientific, or any other form of professional advice. Results should never be used as a substitute for qualified professional guidance in any field.

5. Data Freshness Varies

Sources change, disappear, or update without notice. A receipt is a snapshot — it reflects what was true of its sources at the moment it was issued. UVRN makes no commitment that results will remain valid, consistent, or reproducible over time. Always consider the timestamp on any receipt before drawing conclusions.

6. AI and LLM Use

When UVRN is accessed via MCP or an AI agent, the output is only as reliable as the claim that was submitted. Vague, misleading, or poorly formed claims will produce unreliable results. UVRN does not validate the intent or quality of the input — that responsibility lies with the user or the system submitting the claim. Use UVRN as one tool among many, and always bring your own judgment.

7. No Warranty

UVRN is provided “as is” without warranties of any kind, express or implied. We do not guarantee uptime, source availability, data accuracy, or fitness for any particular purpose. Use the service at your own risk.

8. Contact

Questions about this disclaimer? Contact us via uvrn.org.

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