About & Sources

🧠 Our Research Methodology

Every claim on this site is vetted through a Mixture-of-Experts (MoE) process. Rather than relying on a single model's output, we run each topic through a pipeline of independent expert AI systems, then gate publication on their unanimous agreement against authoritative primary sources.

Primary experts: Grok (xAI) with live web and X search, Gemini 2.5 Pro (Google) with Google Search grounding, and Claude Opus (Anthropic) with web search — each produces an independent draft and cross-checks primary sources.

Verification: DeepSeek-V3.2 reviews claims for logical consistency, date accuracy, and quantitative errors. Cerebras Llama synthesizes the cross-model consensus.

Publication gate: A claim only ships when all five experts AGREE. Disagreements trigger another round of re-synthesis. Unresolved disputes are flagged, not hidden.

📚 Sources & Citations

Content on this site is drawn from and cross-checked against the following authoritative sources:

1. CDC — Sexually Transmitted Infections
2. WHO — Sexual and Reproductive Health
3. Planned Parenthood
4. American Sexual Health Association (ASHA)
5. American College of Obstetricians and Gynecologists (ACOG)
6. American Urological Association (AUA)
7. Urology Care Foundation
8. American Academy of Family Physicians (AAFP)
9. Mayo Clinic — Sexual Health
10. Journal of Sexual Medicine peer-reviewed literature
11. Kinsey Institute research
12. PubMed / PubMed Central

Where sources disagree, we surface the disagreement rather than pick a side. Where evidence is weak or emerging, claims are labeled accordingly.

✍️ Editorial Policy

We update pages whenever new primary research emerges or a reader flags an error. Each page is dated last reviewed. Corrections welcomed: info@aipulled.com.

We do not accept paid placement or sponsored content in the main knowledge base.

🏛️ About the Publisher

Published by AI Pulled — a portfolio of MoE-built knowledge bases on YMYL (Your Money, Your Life) topics.

Contact: info@aipulled.com · aipulled.com