Accountable owner review, with explicit limits
VMCSoft Digital owns Use AI Clearly and is the accountable editorial reviewer and release approver for the current publication.
What owner review covers
- Alignment between public guidance, deterministic rules, documented behavior, and regression tests
- Safety boundaries, including blocked-workflow and human-only outcomes
- Source selection, attribution, review dates, and correction handling
- Content usefulness, accessibility, privacy statements, and release readiness
What this approval does not mean
Owner approval is not independent review, legal approval, regulatory approval, professional certification, or proof that the recommendation is correct for a reader's environment. VMCSoft Digital has not represented that independent domain reviewers or moderated target-user sessions approved this release.
Employment, medical, financial, legal, safety, and other high-consequence work still requires the responsible organization's policies and appropriately qualified professionals.
Current record
- Accountable organization
- VMCSoft Digital
- Review type
- Owner editorial, methodology, and release review
- Current review date
- 2026-07-28
- Independent domain review
- Not completed
- Moderated target-user validation
- Not completed
- AI-assisted maintenance
- 2026-11-06: editorial and source maintenance performed with AI assistance under publisher instruction
The November 6, 2026 maintenance re-read cited sources where they were accessible, corrected page wording, and renewed editorial and source-check dates on the affected pages. Those renewed dates record that AI-assisted maintenance. They are not qualified-human validation, independent domain review, or a new owner approval, and the owner review date above is unchanged.
Report a concern through the corrections process. Material methodology and release changes are recorded in the changelog.