The AI interview is becoming something recruiters need to plan for. Candidates can use AI to prepare answers or get help during an interview, while some employers use AI to conduct interviews themselves. This guide covers warning signs, better interview design and how to handle concerns fairly.
What AI Interview Means for Recruiters
| Meaning | What it is |
|---|---|
| Candidates using AI | Candidates use AI to prepare or get help during an interview, sometimes through an AI interview assistant. |
| AI interviewer tools | Software asks questions and scores answers on behalf of an employer or agency. |
This guide mainly focuses on candidates using AI.
Warning signs, not proof,
| What you notice | What else it could be |
|---|---|
| Polished answers with little detail | Good preparation or nerves |
| A pause before every answer | Thinking, notes or a slow connection |
| Answers that sound read out | A prepared script or habit |
| Terms that don’t match the CV | A genuine gap or unfamiliar wording |
| Difficulty explaining their own example | A reason to ask follow-up questions |
| Different answers from an earlier call | A bad day or different support |
None of these proves a candidate has used AI. Treat them as reasons to ask questions, not grounds for rejection.
What are the Interview Design That Still Works
Generic AI interview questions are easy to prepare for. Specific follow-ups make it easier to assess real experience.
- Ask about a real situation, then explore the details.
- Ask what the candidate personally did.
- Use a short practical task relevant to the role.
- Keep the conversation open to follow-up questions.
- Compare answers with the CV and previous discussions.
- Explain beforehand whether notes or live AI assistance are allowed.
How to Handle Concerns Fairly
Candidates may use AI for preparation, accessibility or language support. Recruiters should set clear expectations without assuming wrongdoing.
- Set the rules early. Explain what is and isn’t allowed.
- Ask rather than accuse. Follow up when an answer seems unclear.
- Give candidates a chance to explain.
- Apply the same standards to everyone.
- Make reasonable adjustments where needed.
- Keep human judgement involved. An impression or tool should not decide alone. Our guide to human in the loop AI explains why people need to remain involved when AI supports recruitment decisions.
- Record observations and reasons for decisions.
If you record or transcribe an interview, tell candidates and check the relevant guidance and client policy.
Interview Integrity and Recruitment Agencies
Interview integrity should be discussed with clients before interviews begin. Agree on expectations, communicate them to candidates and apply them consistently.
“Interview cheating” can be difficult to establish. Describe what you observed rather than making assumptions about a candidate’s behaviour.
If You Use AI Interview Software
Before adopting AI interview software or other AI hiring software that scores answers, ask:
- Where are recordings and transcripts stored?
- Can a person review and overrule a score?
- How are candidates informed about its use?
- Can you understand how the score was reached?
Treat the result as an aid, not a verdict. The same principle applies to candidate screening software.
Our article on why AI hiring software shouldn't ask you to just trust the score explores why recruiters need to understand the reasoning behind an AI assessment.
Knivok Private Limited (DBA Knovik)
Where EdgeTal Fits
EdgeTal is not an interview tool and cannot detect whether a candidate used AI. It helps recruiters earlier in the process with sourcing and CV screening.
The AI recruiting tool runs its private LLM on the recruiter’s phone, keeping candidate data on the device during AI processing.
Recruiters can import CVs from a CSV, URL or local file, search by meaning using plain language, and review match percentages alongside the profile category that matched.
EdgeTal is in early access and focuses on sourcing and screening. Its fuller plain-language explanation of why a candidate matches is still in development, not live.
Conclusion
A fair AI interview process is not about catching candidates out. It is about asking better questions, checking real experience and applying clear rules consistently. Keep people responsible for the decisions.
FAQs
What is an AI interview?
An AI interview uses artificial intelligence during the interview process. Candidates may use AI to prepare or assist with answers, while employers may use AI software to ask questions or assess responses.
How can recruiters identify candidates using AI during interviews?
Recruiters can look for answers that lack specific details or are difficult to explain further, but these are not proof of AI use. Asking relevant follow-up questions and discussing real examples is a fairer way to assess a candidate's experience.
How can recruiters make AI interviews fair?
Recruiters should explain the rules in advance, apply the same standards to all candidates, allow candidates to clarify their answers, make reasonable adjustments where needed, and keep human judgement involved in hiring decisions.
What should recruiters check before using AI interview software?
Recruiters should check where recordings and transcripts are stored, how candidates are informed, whether a person can review or overrule scores, and whether the system explains how its assessments are produced.
Can EdgeTal detect whether a candidate has used AI in an interview?
No. EdgeTal is designed to help recruiters with candidate sourcing and CV screening, not to detect AI use during interviews. It offers semantic search and match information while keeping AI processing of candidate CV data on the recruiter's device.