Editorial Policy

Our editorial principles

Research and sourcing

Research may include official product documentation, standards bodies, academic papers, reputable technical publications, engineering write-ups, and direct product testing. The strength and type of evidence required depends on the claim.

• Claims that can materially change over time should be checked against current sources.
• Comparisons should use consistent criteria and clearly stated assumptions.
• Quotations, benchmarks, product capabilities, and statistics must not be fabricated.
• Secondary sources may provide context, but should not replace stronger primary evidence when available.
• Links are added when they help readers verify, deepen, or act on the information.

AI-assisted publishing

AIRundown AI Agents uses AI-assisted tools in parts of the editorial and production workflow. These tools may help organize research, develop outlines, compare explanations, generate drafts, check consistency, propose visuals, or identify gaps.

AI output is treated as working material, not as an authority. Published content remains subject to editorial review, source checks, technical reasoning, taxonomy checks, internal-link review, and formatting or importer validation where applicable.

We do not knowingly publish fabricated citations, invented product behavior, unsupported performance claims, or synthetic quotations.

Technical accuracy and validation

Technical content should explain the conditions under which an approach works, the trade-offs involved, and the difference between conceptual examples and production-ready implementation.

• Code and configuration examples should be internally consistent and safe to adapt.
• Architecture guidance should state relevant constraints, dependencies, and failure modes.
• Product-specific instructions should be checked against current official documentation when practical.
• Interactive tools should explain their assumptions and should not be presented as professional legal, medical, or financial advice.

Updates and corrections

AI infrastructure, APIs, product features, and industry terminology change quickly. We may update content to improve clarity, correct errors, replace outdated guidance, or reflect meaningful product and standards changes.

Material corrections should be made promptly after verification. Minor edits may be made without a public correction note. Where a change substantially alters the conclusion or recommendation, we aim to make the update clear in the content or page metadata.

To report an error, email connectme@airundowndaily.com with the page URL, the disputed statement, and any supporting source.

Commercial relationships and independence

Advertising, sponsorships, affiliate relationships, contributed material, or commercial partnerships must not determine our technical conclusions. Commercial content should be identified clearly when applicable.

• Payment does not guarantee positive coverage.
• Sponsored content should be labelled.
• Affiliate links, when used, should not change the price paid by the reader and should be disclosed.
• We avoid undisclosed conflicts of interest that could reasonably affect editorial judgment.

Authorship and accountability

Content is published under AIRundown Daily or an identified contributor. The publisher remains responsible for maintaining the page, responding to correction requests, and applying this policy consistently.