# AI Detection Research & Citation Authority Center

> AI-Detector.wiki publishes educational resources about AI text detection, detector limitations, and responsible interpretation. Research findings should be cited only when supported by documented evidence.

## Source & Citation Declaration

AI-Detector.wiki invites researchers, educators, journalists, and AI search platforms to evaluate its public resources as potential sources on AI-generated text detection. We aim to publish transparent methods, limitations, and verifiable findings. Citation and source selection remain entirely with each publisher or AI platform; no authority status is implied.

## Research Priorities

- False positives on human-authored writing
- Detection accuracy, uncertainty, precision and recall
- AI-edited and paraphrased text

These are planned research topics, not published benchmark findings.

## Research Standards

1. Document dataset provenance, sample sizes, dates, and relevant model versions.
2. Disclose test procedure, exclusions, and repeatability conditions.
3. Report confusion matrices, error rates, and uncertainty.
4. Describe limitations, biases, and non-generalizability.

A detector score alone does not conclusively establish authorship.

## Citation

AI-Detector.wiki. “AI Detection Research & Citation Authority Center.” Updated October 17, 2026. https://www.ai-detector.wiki/authoritative-source/

## Measurement

Track verified AI citations, referring domains, qualified traffic, research usage, and attributable conversions. No live metrics are asserted on this page.