EVIDENCE-BASED WRITING
How to use AI for job applications without inventing experience
Use AI to improve structure and clarity while keeping every career claim grounded in your own evidence.
AI is an editor, not a witness
AI tools can help organise a resume, compare a role description with work examples and identify unclear wording. They cannot know that you managed a budget, delivered a project or held a qualification unless you provide that information.
Check high-risk claims
Review numbers, dates, employer names, software tools, qualifications, team sizes and claims of direct responsibility. Be particularly cautious with language that upgrades involvement into leadership or implies an outcome you cannot verify.
- Keep an original copy of your resume.
- Retain the source example for each important claim.
- Mark evidence gaps rather than filling them with plausible sounding achievements.
- Read the final document aloud in your own voice.
Keep your information private
Avoid uploading confidential employer data, personal information about colleagues or protected recruitment materials without permission. Remove unnecessary identifiers and check the service's privacy terms.
The strongest application is not the most extravagant one. It is the clearest account of relevant experience that you can confidently discuss in an interview.