Editorial Policy

HF Health AI is an educational health information platform. Our mission is to provide clear, accurate, and evidence-based health information that helps people understand their bodies, recognize symptoms, and make informed decisions about when to seek professional care.

We do not provide medical diagnoses, treatment recommendations, or personalized medical advice. All content is intended for general educational purposes only. Every article, AI response, and health resource on this platform is produced with that boundary clearly in mind.

All health articles published on HF Health AI are grounded in authoritative, publicly available sources. We prioritize peer-reviewed research, government health agencies, and established medical institutions. Our primary sources include:

When citing statistics or clinical data, we link directly to the primary source. We do not use anonymous sources, press releases as primary evidence, or information from non-peer-reviewed blogs or commercial health websites as the basis for factual claims.

Health content on HF Health AI is authored by AI health educators — specialized AI models trained on medical literature and guided by evidence-based editorial standards. Each AI educator is assigned to a specific specialty area (cardiology, pediatrics, mental health, nutrition, dermatology, or general practice) to ensure focused, accurate content.

Our AI authors operate under the following constraints and guidelines:

• Content must be grounded in CDC, NIH, or peer-reviewed sources — no unsupported claims
• All articles must include a clear medical disclaimer and cite primary sources
• Symptom descriptions must include appropriate red-flag warnings and emergency guidance
• AI responses in chat must include crisis safety guardrails for mental health and self-harm topics
• No content may claim to diagnose, treat, or prescribe — educational framing is mandatory
• Statistics and numerical claims must reference a specific, linkable source

The editorial team at Helios Frontier LLC reviews content categories, source quality, and editorial guidelines on an ongoing basis. We are committed to improving our review processes as AI-assisted health content standards evolve.

Medical knowledge evolves. Guidelines change. New research emerges. We are committed to keeping our content current and accurate.

HF Health AI is transparent about the role of artificial intelligence in our content. Our platform uses AI in two ways:

We believe AI can play a meaningful role in health education — helping people understand their symptoms, learn about conditions, and know when to seek care. We are equally committed to being clear about what AI cannot do, and to never overstating the capabilities of our platform.

HF Health AI's editorial content is independent of our commercial operations. Advertising, sponsorships, or subscription revenue do not influence which health topics we cover, how we cover them, or what sources we cite.

We do not accept payment for editorial coverage, publish sponsored health articles without clear disclosure, or recommend specific products, medications, or treatments in our educational content.

HF Health AI is operated by Helios Frontier LLC, a US-based technology company. We do not have financial relationships with pharmaceutical companies, medical device manufacturers, or healthcare providers that would influence our editorial content.