Disclaimer

Last updated: March 20, 2026

4.1 No Professional Advice

Nothing on Factiator or in any analysis output constitutes legal advice, financial advice, medical advice, journalistic reporting, or any other form of regulated professional advice. Factiator is an epistemic analysis tool for research and reference purposes only. If you require professional advice, consult a qualified professional.

4.2 AI Limitations — User Responsibility

Factiator analyses are produced by an AI system. AI systems have inherent limitations:

• Training data cutoffs — the AI may not be aware of recent events
• Hallucination — the AI may generate plausible-sounding but inaccurate information
• Bias — despite structural safeguards, no AI system is entirely free of bias
• Incomplete web search — search results may not reflect the full range of available evidence
• Language and cultural context — nuance may be lost across languages and contexts

YOU ARE RESPONSIBLE FOR CRITICALLY EVALUATING EVERY OUTPUT OF FACTIATOR. DO NOT MAKE IMPORTANT DECISIONS SOLELY ON THE BASIS OF AN AI-GENERATED ANALYSIS WITHOUT INDEPENDENT VERIFICATION.

4.3 No Warranty

Factiator is provided "as is" and "as available" without warranties of any kind, express or implied. VALINORSK LLC does not warrant that the service will be uninterrupted or error-free, that results will be accurate or complete, or that the service will meet your specific requirements.

USE OF FACTIATOR IS AT YOUR OWN RISK.

4.4 External Links and Sources

Factiator may reference or link to external sources. VALINORSK LLC is not responsible for the content, accuracy, or availability of external sources. Reference to a source does not constitute endorsement.

4.5 Epistemic Framework

The Factiator epistemic framework is designed to be symmetrical and politically neutral. However, any analytical framework reflects choices made by its authors. VALINORSK LLC acknowledges that the framework may have limitations and invites public scrutiny and criticism. Confidence scores ([K:xx%]) are estimates, not measurements.

VALINORSK LLC | factiator.com | Last updated: March 20, 2026