Applications are more polished than they used to be. Candidates are using AI to draft resumes, complete take-home tasks, prepare interview responses, and in some cases, assist them live during interviews. Some organisations are also seeing growing concerns around fabricated experience, synthetic media, and identity manipulation.
For Talent teams, this creates a practical challenge: some of the hiring signals we have traditionally relied on are becoming less reliable on their own. There is also an uneven use of AI from candidates.
Xplor is one organisation that has formalised a Candidate AI Usage Policy in the spirit of transparency and setting clear expectations: outlining what forms of AI use are acceptable, where AI assistance is not permitted, and how candidates will be assessed fairly in an AI-enabled hiring environment.
What stands out in this example:
- The balance between practicality, transparency, and candidate fairness. The policy openly acknowledges that AI is now part of modern work and application behaviour, while also making clear where the organisation believes assistance becomes misrepresentation.
- It explains not only what candidates can and cannot do, but also how the organisation itself uses AI within recruitment processes, including where human review remains central to hiring decisions.
- The creation of a bigger opportunity to highlight to candidates that the Xplor hiring process is one that is well-considered, deliberate and clear about how genuine capability is fairly assessed.
