AI Work Life Guide publishes independent educational information for U.S. job seekers who want to check AI-assisted résumés, cover letters, application forms, references, portfolios and interview answers against records they are authorized to use. The material is general guidance, not an individualized review of your application.
What this site does not provide
- This site is not a recruiter, staffing agency, employer, hiring authority, résumé-submission service or job-placement service.
- Articles are not legal, immigration, tax, financial or individualized employment advice. Rules and employer requirements vary by jurisdiction, organization and vacancy.
- We do not have access to your employment, education, credential, application or hiring records and cannot verify personal claims for you.
- Fictional examples and calculations are teaching exercises. They are not real applicants, client work, product tests, hiring outcomes or guarantees.
- AI tools can produce inaccurate or incomplete text. A polished answer does not establish that a claim is true, that an employer will accept it, or that you will obtain an interview or job.
How to use the information
Check the original record that controls the claim: for example, the current employer announcement, an authorized work record, a school transcript or a credential issuer’s status record. Follow the instructions in the actual application. When a record is missing, conflicting, confidential or outside your permission to use, pause and contact the responsible organization or a qualified adviser.
External links are provided to help readers locate source material. We do not control those websites, their privacy practices or later changes to their content. A link to an organization does not imply endorsement or a business relationship.
Examples, updates and corrections
Examples labeled fictional are invented to show how a reader can compare a claim with evidence. They must not be treated as firsthand case studies or measured results. We identify changing sources and review dates where relevant, but a page’s modified date is not proof that every linked rule has been rechecked. Please confirm current requirements at the original source before acting.
For a correction, use Contact & Corrections. For our source-selection and example-labeling process, see Editorial Approach. Our Privacy Policy explains information and cookies handled by this website and its platform services.
Last reviewed: October 31, 2026.