Policy
AI Use in Hiring: Clause Set
An HR lead drafting the AI section of a hiring policy, and the counsel who edits it.
Eight clauses covering what an employer says about its own AI use, what a candidate may use and must do unaided, what the candidate discloses, what happens when the rule is broken, and how a candidate asks for a person to look again. Each clause carries one line saying what it is for and what it deliberately leaves open. Not a complete policy: scope, tool inventory, retention and change control are left out, and every legal duty is referenced rather than restated.
What this is
Clause text for a hiring policy, written to be edited. Each clause below is a starting paragraph for your own counsel to change, cut or replace before it goes anywhere near a candidate.
This is not a complete policy. A complete one also names which requisitions and which states it reaches, keeps a dated inventory of what runs on candidates, says what is kept and for how long, and says what forces a re-approval. Those four sections are not here. What is here is the part a candidate reads.
How to use it
- Replace every bracketed placeholder before the document leaves your building.
- Put clauses 3 to 6 where the candidate meets them, which is the assignment brief and the email that carries it, rather than a policy page nobody opens.
- Name an owner beside each clause you keep. The AI Risk Management Framework asks that roles, responsibilities and lines of communication be documented, and that policies define the roles for human oversight 1.
- Take the edited version to employment counsel for the states you hire in, with your tool inventory and your list of decision points beside it.
The clauses
Clause 1. Notice of the employer's AI use
[Employer name] uses automated tools at [the stage] to [what the tool produces]. Candidates are told which tools are in use, what those tools produce, and how the result is used, at least [number] business days before a tool runs.
For. Telling a candidate what runs on them, early enough that they can ask for something else. Open. The tool list, the notice period, and where the notice is published, which are yours to set and are the three things a candidate quotes back to you.
Clause 2. Where a person decides
At [the stage], [role] makes the decision. It rests on [what the reviewer sees], written down at the time. No candidate is advanced or ended by a tool alone.
For. Naming the human decision point, which is what most notice, audit and explanation duties key on. Open. Which stages get a named role and which do not, a judgment nobody outside your process can make for you.
Clause 3. What a candidate may use
At [the stage], you may use an assistant for drafting, research and [other permitted work]. The reasoning in what you send has to be yours. The same rule applies to everyone at this stage.
For. Permission written in verbs rather than product names, so the clause survives a model release and a tool switch. Open. Which verbs belong to which job family, which reads differently for a marketer, an analyst and an engineer, and is the clause most templates leave blank.
Clause 4. What a candidate does unaided
You must be able to talk through the choices in what you send, with no assistant open, and to say what would change your answer. Nothing else at this stage is assessed unaided.
For. The thing the exercise actually tests, stated before the exercise rather than after a disagreement. Open. Which part is unaided, which follows from what the stage is for and is the decision every other clause here depends on.
Clause 5. What the candidate discloses
When you send the work back, add two or three sentences saying what you used an assistant for and what you changed or threw out in what it gave back. That note reaches the reviewer with your work. It is never on its own a reason to end the process.
For. A question the careful half of a pipeline can answer without walking into a trap, which is the work the last sentence does. Open. How long the note is kept and who outside the hiring team reads it, which probably has an answer already in your privacy notice.
Clause 6. Consequence when a rule is broken
If the work you send is not your own, or you cannot talk through the choices in it, the process ends there. That decision rests on three things: what you sent, what you said about it, and what you can explain in a conversation.
For. A consequence attached to evidence a person can be shown. Open. Nothing here, deliberately, and the paragraph below says what was left out and why.
The obvious fourth item, a tool that reports whether a machine wrote the text, is absent on purpose. Independent testing of twelve public tools plus two commercial systems concluded that the available tools are neither accurate nor reliable, and that they lean toward calling text human-written 2. On a shared benchmark, swapping characters for lookalike homoglyphs cut the accuracy of several tools sharply while barely touching one 3. A check that folds to a find-and-replace is a check on the people who were not hiding anything.
Clause 7. Human review of a decision
If a tool was used in a decision about you, you may ask for that decision to be looked at again by a person who was not part of it. Write to [contact] within [number] days. [Employer name] answers within [number] working days, saying what was reviewed and what the answer is.
For. A route that exists and has a name on it, rather than a right the candidate has to work out whether they hold. Open. Who reviews, and what they are allowed to change, which is the half of this clause that decides whether it means anything.
Clause 8. Adjustment and an alternative route
If you need an adjustment to take part in [the stage], or you would rather be assessed another way, write to [contact]. Asking costs you nothing and is not held against you. [Employer name] answers within [number] working days with what is available.
For. An alternative route in writing, carried in the same message as the notice, so nothing has to be disclosed to a hiring manager in order to ask. Open. Which alternatives exist, which is a procedure to build rather than a sentence to write.
Duties already in force
The clauses above are drafting. Some duties attach whatever a policy says, and no legal text is written into this document: the table names the places this set references and carries the current wording beside each. It is not a map of every state you hire in.
| Where | What already applies |
|---|---|
| Illinois | Artificial intelligence with a discriminatory effect, and zip codes used as a proxy, are civil rights violations; an employer must also notify the employee that AI is used. 775 ILCS 5/2-102(L), effective January 1, 2026. |
| Illinois, recorded video interviews | Before an Illinois video interview is analysed by artificial intelligence, notify the applicant, explain what it evaluates, and obtain consent; an applicant who has not consented may not be evaluated. 820 ILCS 42, effective January 1, 2020. |
| New York City | A bias audit within the prior year, a public summary of its results, and notice to the candidate 10 business days before the tool is used. NYC Admin. Code 20-870 et seq., effective January 1, 2023. |
| Any employment test, nationwide | Select and administer any test so the result reflects the skill it measures, not a candidate's impaired sensory, manual or speaking skills, unless those are what it measures. 29 CFR 1630.11. |
What this does not do
- It applies no law to your facts and states none of its own.
- It is not a complete policy, and four sections of one are missing by design.
- It takes no answers and returns no document. There is no form here, and no version of this assembles clauses from what a reader types.
Take it
The file and the credit
The publishing entity legal name and postal address are not filled in yet, and both sit inside the disclaimer every packaged format renders. No file is emitted until they are.
Credit line, to paste beside anything you quote from this document.
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Important notes
Not a substitute for the advice of an attorney. This is a starting document for your own attorney to edit. It applies no law to your facts. No attorney has reviewed it for your state or your facts, and Olive is not your lawyer.
Published by Olive Independent Study, Inc., [DELAWARE INCORPORATING ADDRESS], United States. Contact hello@olive.is. A person reads every complaint and answers within ten working days. All concerns that Olive has engaged in the unauthorized practice of law are referred to the North Carolina State Bar, wherever the complaint came from.
Checked 2026-08-26 against the sources listed in this file. Version 1.0.0.
This text disclaims no warranty, caps no liability, waives no remedy, and names no court or state for a dispute. Those absences are deliberate.
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.
Packaged files
- The publishing entity legal name and postal address are not filled in yet, and both sit inside the disclaimer every packaged format renders. No file is emitted until they are.
Checks
- Sources last re-opened August 26, 2026.
- Next review due February 26, 2027.
Where it came from
Read the argument behind it
- What Belongs in an AI Hiring Policy, and Who Has to Sign Off? The eight sections a hiring AI policy needs, who owns each, and the four signatures that make it enforceable. Start with permitted AI use by job family.
- The Five Clauses a Candidate AI-Use Policy Actually Needs The stage, what is allowed there in verbs, what you ask the candidate to tell you, what you do with the answer, and a consequence you can evidence.
References
- AI RMF Playbook: GOVERN NIST Trustworthy and Responsible AI Resource Center, AI Risk Management Framework 1.0, 2023. airc.nist.gov Supports the instruction to name an owner beside each clause: GOVERN 2.1 documented roles, responsibilities and lines of communication throughout the organization, and GOVERN 3.2 defined roles for human oversight.
- Testing of Detection Tools for AI-Generated Text arXiv preprint of the paper in International Journal for Educational Integrity, 2023. arxiv.org Supports the sentence in clause 6 that the available tools are neither accurate nor reliable and lean toward calling text human-written.
- RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), 2024. aclanthology.org Supports the sentence in clause 6 that lookalike homoglyph substitutions cut the accuracy of several tools sharply while barely touching one.
3 sources, numbered by first appearance. How Olive sources claims