Policy

Why an Employer Can Interview You With AI and Ban Yours

Partly, and the two halves separate cleanly. An employer choosing an AI interviewer is picking the instrument; using AI live inside your answer changes what the instrument reads, and the best-known published ban, Amazon's as reported, is written about the interview itself, not your preparation. The complaint that stands is disclosure. In hiring-software vendor Greenhouse's 2026 survey of 1,200 US candidates, 70% said nobody clearly told them up front that AI would be evaluating them.

The takeThe asymmetry is worth naming, and evening it up inside the interview is the wrong answer to it. An employer that writes a rule for your AI use and says nothing about its own has published half a policy. The missing half is the one a candidate has no way to look up. Asking for it is cheap, and what you learn from the reply is usually more useful than the reply itself.

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Why Do the Two Rules Point Different Ways?

The rules differ because the two uses do different things to the measurement. An employer picking an AI interviewer is choosing the instrument your answers get recorded on. AI running live inside your answer changes what that instrument records, which is a different act from choosing it. The best-known published rule draws the same line: it aims at the interview itself, not your preparation.

Amazon is one large employer reported to have put that rule in writing. IT Pro reported in March 2025, relaying internal documents seen by Business Insider, that Amazon's guidelines tell candidates not to use generative AI during an interview unless explicitly permitted 1. The same report says failure to comply may result in disqualification 1. Amazon's on-record position, given to CNBC and NBC News that month, is that candidates acknowledge they will not use unauthorized tools 1.

That wording is discretionary, and nothing in the reporting says how many candidates it has actually disqualified.

The distance between preparing with AI and running it live shows up in the survey data. Prospects at Jisc's Early Careers Survey 2026, with 4,990 self-selected UK responses, found interview practice among the fastest-rising uses of AI while use during the interviews themselves stayed noticeably lower 2. Read from the report's chart, that is roughly 47% practising or preparing against about 5% using AI in the interview 2.

The guidance on this site for employers draws its line somewhere more specific. Whether to let candidates use AI during the interview, or ban it argues for permitting exactly what the job permits, deciding it per role, and putting the rule in the invitation so every candidate for that role gets the same one.

A rule you only discover mid-interview is a badly written rule.

Where the Complaint Is Fair

The disclosure half of the complaint holds up, and candidates have been surveyed on it. In a 2026 survey by Greenhouse, which sells hiring software, 70% of 1,200 US candidates said they were never clearly told up front, and 21% found out that AI was involved only once the interview had started 3. Those are recollections of what people noticed, not an audit of what any consent screen said.

Employers report the mirror image of that. In the Institute of Student Employers' 2025 survey of UK early-careers employers, using AI during interviews without disclosure or permission was the most commonly reported form of candidate misconduct, at 61% 4. That figure counts what employers say they suspected or identified, and no verification step sits behind it 4.

Suspicion and evidence are not the same thing.

The same survey found many of those employers are not opposed to AI in principle. Half of them, 49%, said they had no problem with candidates using AI during the recruitment process, and only 10% had banned it or added technical measures to stop it 5. But 45% had given applicants no guidance at all on when AI use is appropriate 5. That last figure is the one you feel from outside, because whatever the employer thinks, there is nothing to read.

Both halves of a policy belong to the employer, and neither of them is yours to guess at.

Candidates also object to the employer's half on its own. In the same Early Careers Survey 2026, a majority called employer AI use unfair at every stage except initial qualification screening 6. The objection ran highest around interviews: read from the chart, 83% said AI use in an online recorded interview was not fair 6.

That measures what people think is fair, not whether the tools are biased 6.

Employers reading this site get the instruction from the other side. What belongs in an AI hiring policy puts permitted candidate AI use, the tools run on candidates, and candidate notice in one document, signed by named people.

What a Reciprocal Policy Looks Like

A fair version of this rule already exists in writing, and it runs both ways on one page. Anthropic's candidate guidance sets rules for applicants and then states what the company does with AI on its own side: job descriptions, interview questions, candidate communications, hiring metrics, interview transcription and sourcing 7. It says it does not train on candidate data and does not let Claude make hiring decisions 7.

That is a self-description on a company's own careers page, with no audit and no third party behind it 7.

The shape is what makes it usable anyway.

The rules for the candidate and the disclosure of the employer's own use sit in one document, so both halves can be read before agreeing to either. Whether the employer talking to you has published the second half anywhere is a fair thing to find out.

The UK has a regulator's version of the same expectation. The Information Commissioner's Office's November 2024 report on AI recruitment tools says recruiters must tell candidates how AI will process their personal information 8. The notice should cover what the AI processes, the logic behind its predictions or outputs, and how personal data is used to train or test it 8. Those are recommendations from consensual audits rather than a court ruling, and they apply in the UK 8.

A candidate cannot enforce a recommendation directly, though it can be cited in a complaint to the ICO.

Ask What the AI Does and Who Reads It

Ask three questions in the invitation thread, before the slot. What the AI does with the recording, whether a person reviews it before any decision, and what the rule for AI on your side actually is. All three are answerable in a sentence, and asking them is ordinary rather than adversarial.

A longer version of what you can ask an employer about how they use AI in hiring covers who to ask and how to phrase it so it reads as logistics.

On your side the durable move is the boring one. Prepare with AI as much as you like, then answer live in your own voice with no second window open. The reason is not the risk of being caught. A copilot tends to put an audible pause before the answer, and what it hands you is generic in exactly the place a follow-up wants the detail only you have.

What an interview copilot costs you in the follow-up works through that mechanism on the tools people actually buy.

If the invitation's rule is unclear, say what you did rather than guess at what was allowed. A specific, true sentence about how you prepared survives the next question. An answer built to look unaided does not, and the employer who wrote no rule is the one who left you deciding.

Read the evidence

Common questions

Am I allowed to practise with AI before an AI interview?

By the best-known published rule, yes: Amazon's reported guidance, as relayed by IT Pro in March 2025, addresses generative AI use during the interview unless explicitly permitted, not what you did the week before. In the UK, Prospects at Jisc's Early Careers Survey 2026 found interview practice among the fastest-rising uses of AI while live use stayed much lower. Read the invitation for the actual wording, since a rule can always be broader than that one.

Does an employer have to tell me AI is evaluating me?

Where you are applying decides it, along with which rule reaches that employer. In the UK, the Information Commissioner's Office's November 2024 report on AI recruitment tools says recruiters must tell candidates how AI will process their personal information, though those are audit recommendations rather than a court ruling. In practice the disclosure often is not clear: in a 2026 survey of 1,200 US candidates by Greenhouse, a hiring-software vendor, 70% said nobody clearly told them up front. The privacy notice attached to the application is the first place to look.

Do employers actually mind if candidates use AI?

About half say they don't, and the objection concentrates on live use. In the Institute of Student Employers' 2025 survey of UK early-careers employers, 49% said they had no problem with candidates using AI during recruitment and only 10% had banned it or added measures to stop it, while using AI during interviews without permission was the most commonly reported form of misconduct, at 61%. That 61% counts what employers suspected, not verified findings, and 45% of the same employers had published no guidance at all.

What do I say if I used AI to prepare and the invitation banned AI?

Say what you did, in one specific sentence, if the question comes up. Preparation and live assistance are different acts, and a ban written about the interview does not normally reach your rehearsal. If the wording genuinely covers preparation too, that is worth clarifying with the recruiter before the slot rather than after it. A true account of how you prepared holds up under a follow-up question in a way a rehearsed denial does not.

Is it worth raising the double standard with the recruiter?

Asking is reasonable; framing it as an accusation is not the version that gets you an answer. Three questions cover it: what the AI does with the recording, whether a person reviews it before any decision, and what the rule is on your side. At least one employer already publishes both halves. Anthropic's candidate guidance states what the company uses AI for in hiring alongside the rules it sets for applicants, which is one employer's self-description rather than an audited claim.

References

  1. 1. Amazon banned candidates from using AI tools during interviews IT Pro (reporting Business Insider), 2025. itpro.com Supports the article's statement that Amazon's reported guidelines ban generative AI during an interview unless explicitly permitted, warn of possible disqualification, and that Amazon's on-record position is a candidate acknowledgement about unauthorized tools.
  2. 2. Early Careers Survey 2026 Luminate, Prospects at Jisc, 2026. graduatemarkettrends.cdn.prismic.io Supports the claim that AI use for interview practice rose sharply while use during interviews themselves stayed noticeably lower, with the chart-read figures quoted as approximate.
  3. 3. 63% of Job Seekers Have Faced an AI Interview. Most Haven't Had a Good One Yet Greenhouse (newsroom), 2026. greenhouse.com Supports the disclosure gap the article calls the fair half of the complaint: 70% never clearly told up front, 21% finding out once the interview had started.
  4. 4. 5 trends you need to know from ISE's Recruitment Survey 2025 Institute of Student Employers (ISE), 2025. ise.org.uk Supports the statement that undisclosed AI use during interviews was the most commonly reported form of candidate misconduct, at 61%, and that this counts employer suspicion rather than verified cases.
  5. 5. 5 trends you need to know from ISE's Recruitment Survey 2025 Institute of Student Employers (ISE), 2025. ise.org.uk Supports the guidance gap: 49% of these employers had no problem with candidate AI use, 10% had banned it, and 45% had given applicants no guidance at all.
  6. 6. Early Careers Survey 2026 Luminate, Prospects at Jisc, 2026. graduatemarkettrends.cdn.prismic.io Supports the fairness gradient the article cites: a majority calling employer AI use unfair at every stage except initial qualification screening, with 83% for an online recorded interview, read from the report's chart.
  7. 7. Guidance on Candidates' AI Usage - How Anthropic uses Claude for hiring Anthropic, 2025. anthropic.com Supports the reciprocal-policy example: one page stating the employer's own six AI uses in hiring alongside the rules set for candidates, with no training on candidate data and no hiring decisions made by the model.
  8. 8. AI tools in recruitment: Audit outcomes report Information Commissioner's Office (UK), 2024. ico.org.uk Supports the UK regulator's transparency expectation on recruiters and the three things a privacy notice should explain, stated as audit recommendations rather than a ruling.

8 sources, numbered by first appearance. How Olive sources claims

General guidance, not legal advice. Hiring rules differ by state and country and change often; check anything here against your own counsel before you act on it.

Olive assesses how a person works with AI. It does not detect AI-written documents, and it never produces a score, a ranking, or a match percentage for a person. Candidates read the same report the employer reads.

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