How refresh.cv uses AI
Understand what AI receives, what it changes, where human review remains necessary, and what the product does not claim.
Generated text and analysis still require review against the supplied source material.
How refresh.cv uses AI: read the method before the result
Understand what AI receives, what it changes, where human review remains necessary, and what the product does not claim.
How to use How refresh.cv uses AI
- The relevant workflow may use a resume, selected work evidence, a target job, company context, or an instruction you provide.
- AI can draft, reorganize, summarize, or review supplied material, but the resulting text still needs human review.
- Generated writing, checks, scores, and simulations support preparation; they do not make an employer’s decision.
Review AI suggestions before submitting
Compare proposed edits with your source material. Confirm your experience, results, and contribution before using the final document.
- Check what the AI receives
- Use only the inputs required for the task
- Understand what can change
- Compare generated text with the source
- Keep human judgment in the workflow
- Use scores to prioritize review, not predict outcomes
Editorial policy
See how refresh.cv separates verified product behavior, sourced facts, examples, and editorial judgment.
Career evidence research methods
Review proposed samples, exclusions, privacy safeguards, and reporting thresholds before refresh.cv publishes aggregate career findings.
Frequently asked questions
Use AI output as a draft you review.
Check the input, review every material change, and make the final decision yourself.

