Editorial Policy & Guidelines

At Dr MJ World, our mission is to provide clear, accurate, and actionable technical guides, artificial intelligence comparisons, hardware benchmarks, and gaming insights. To maintain trust with our readers, we adhere strictly to the following editorial standards and code of ethics.

1. Research and Verification Process

Every technical tutorial, guide, and registry tweak published on our site is researched and verified by our editorial board. We do not copy guides from external forums without testing. Our writers run commands, test configuration parameters, and install tools on isolated testing hardware environments to verify stability, security, and performance improvements before publishing them to the public.

2. Source Selection and Citation

We cite our sources clearly. When reference is made to research benchmarks, scientific studies, open-source codebases, or official hardware manuals, we provide direct, parameter-cleaned links under the "Editorial Sources & References" section of the article. We prioritize primary sources (e.g. developer changelogs, chip manufacturer whitepapers) over secondary tech blog summaries.

3. Artificial Intelligence (AI) Content Policy

We do not publish raw, unedited AI-generated content. While we use machine learning models as research assistance, spell-checking utilities, and coding sidecars, all articles are structured, composed, benchmarked, and finalized by real human contributors with verified technical expertise in their domains. Every review benchmark is measured on actual physical hardware rigs.

4. Corrections and Updates

Technology iterates quickly. If a guide becomes outdated or a software update breaks a configuration step, we revise the content. Significant editorial updates are documented with an "Updated" timestamp at the top of the article. Minor typographical fixes are applied quietly. If you spot an error in any guide, please contact our desk at hello@drmjwold.com.

5. Sponsored Content and Affiliate Disclosures

All sponsored write-ups, paid integrations, or products provided free of charge for review are explicitly disclosed at the top of the article. We may participate in affiliate programs where we receive a small percentage of sales made through product links; however, this never influences our benchmark results, software ratings, or editorial opinions. Our assessments remain independent and objective.

6. Editorial Independence

Our editorial team maintains complete control over the topics we cover and the opinions we express. We do not accept payment to alter benchmarks, remove software criticisms, or adjust ratings. Our loyalty belongs strictly to our readers who depend on our guides to tune their operating systems, review hardware, and evaluate technical products.