Editorial Policy

1. Research Standards

All articles are researched from primary sources: official announcements, product documentation, peer-reviewed benchmarks, and direct product testing. We do not base coverage on unverified claims, third-party summaries, or vendor-supplied talking points without independent verification.

For benchmark and performance comparisons, we cite the source methodology and date. AI model benchmarks change frequently — we include publication dates on all articles and update content when significant new data becomes available.

2. Accuracy & Corrections

We are committed to factual accuracy. When errors are identified — whether by our team or by readers — we correct them promptly and transparently. Substantive corrections are noted within the article.

To report an error or factual inaccuracy, email info@serenitiesai.com with the article URL and the specific correction needed.

3. Editorial Independence

Editorial decisions are made independently of commercial considerations. The products and tools we cover are selected based on relevance and reader interest — not because of advertising relationships or vendor requests.

Serenities AI develops and sells its own software products (Vibe, Flow, Base, Drive). When we cover topics where our products are relevant, we disclose this and ensure comparisons are fair and based on objective criteria.

4. AI-Assisted Content

Some articles on Serenities AI are produced with AI writing assistance. All AI-assisted content is researched, reviewed, fact-checked, and edited by our team before publication. We do not publish AI-generated content without human review.

AI assistance is used to improve clarity and structure — not to fabricate information, manufacture quotes, or substitute for original research.

5. Content Updates

Given the fast pace of AI development, we actively update articles when the underlying information changes. Updated articles display the date of the most recent revision alongside the original publication date. Updates are substantive — we do not change publish dates without making meaningful improvements to the content.

6. Affiliate & Commercial Links

Where we include links to third-party products or services, these are included because they are relevant to the reader — not because of commercial arrangements. Any commercial or affiliate relationships are disclosed clearly within the relevant content.