Trust and transparency
Editorial standards
How The AI Mastery Hub researches, drafts, reviews, tests, sources, updates, and corrects practical AI content.
Effective August 15, 2026
People-first purpose
We create learning material to help a person complete a practical AI task, not to fill a keyword calendar. A page should answer its main question, show useful examples, state its limits, and leave the reader with a next step they can actually perform.
Clear authorship and responsibility
Learning pages name their author and link to background about that person. Mike Bradway is responsible for The AI Mastery Hub's founder-led educational point of view. The Hub remains accountable for what it publishes even when software or AI assists the work.
AI-assisted drafting
AI may support research, outlining, drafting, code, comparison, or quality checks. It does not receive automatic publishing authority. Material is reviewed for accuracy, usefulness, voice, privacy, safety, and unsupported claims before release. We disclose the production method when it materially helps a reader judge the work.
Testing and first-hand evidence
When we say a tool, prompt, workflow, or product was tested, we identify the task, date, meaningful conditions, and result when practical. Model output can vary by product, account, model, date, and conversation context. One successful answer is not proof of a universal result.
Sources and changing facts
We prefer primary sources for product behavior, policies, standards, and technical claims. Learning pages link the sources that materially support their guidance. Time-sensitive details are checked near publication and described narrowly so readers can verify them again.
Safety, privacy, and high-stakes work
We do not encourage people to paste private customer, employee, health, financial, credential, or confidential business information into an unapproved tool. AI output does not replace qualified legal, medical, financial, safety, employment, or other professional judgment.
Commercial claims and independence
Paid products are described separately from free educational guidance. Prices, availability, included files, relationships, sponsorships, and affiliate interests must be accurate and disclosed when relevant. We do not manufacture testimonials, rankings, guarantees, or customer outcomes.
Updates and corrections
A published or reviewed date changes only when the content receives a meaningful review or update. We correct material errors, preserve honest limits, and avoid changing dates merely to make an old page look fresh. Readers can report a concern through the support page.
Questions or corrections
If a page appears inaccurate, outdated, unclear, or insufficiently sourced, identify the page and the exact concern. We will review the evidence and correct material errors.