Ask HN: How do you deal with obvious AI assistant usage in interviews
5 points
1 day ago
| 12 comments
| HN
I've been interviewing for technical candidates in my current role, and I'm seeing what I believe is a relatively high rate of AI assistants/overlays during interviews. The role I'm hiring for is a Sr. Release Engineer, and even (what appear to be) qualified candidates are showing up obviously reading from prompts. I say obviously for two reasons:

1. I can SEE them reading. Their eyes go back and forth, and it's clear they are reading.

2. They NEVER stop talking. Normally getting answers out of engineers requires a legitimate question with a sound purpose. I'm getting _immediate_ answers with well thought out, multi-point rationale.

So...I'm rejecting all of those candidates the instant I detect it. How are everyone else doing this?

KalskiTheDan
18 hours ago
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I'd bet that still to this day, most interview questions test recall (of XYZ) and recall is what LLMs are best at. "Explain the difference between X and Y" or "what would you do in scenario Z" are search queries now. A lot more streamlined than individual google searches people would patch together from their search journey...

If I'd ever be doing a hiring spree, I'd give them a real problem. Put them in a position to think out loud. Not "what's the answer" but "walk me through how you'd approach this." Probe the reasoning. When they hit a fork, ask why they'd go left instead of right. Ask about tradeoffs they see. The best/real candidates will naturally say "I'd need to know more about X before deciding" because they're actually thinking through it.

IMO acknowledging the lack of information (without coming from a place of uninformed/non-experienced) almost impossible to fake with an overlay. LLMs always have an answer. Good engineers know when they don't.

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stackdestroyer
6 hours ago
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Just to clarify - i should have said this originally - it's not about the use of Cursor or Claude at all. I mean that they were using something that was listening to the conversation, and then automatically spitting out something for the candidate to say. I'm all for the tools and yes, it's an expectation that you will be not just familiar with, but a power user of tools like Cursor and Claude. I object only to what seems like "cheatware" for the whole process of the interview.

Candidates are also not themselves in these scenarios - IRL interviews show that immediately.

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Jemaclus
14 hours ago
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I'll go the opposite direction: if your Sr Release Engineer will use AI assistants (Claude Code, etc) on the job, let them use it in the interview.

The best interviews test critical thinking and problem-solving, not recall. AI makes generating solutions easier, but it also makes validating those solutions harder. That validation skill is what _actually_ matters now. Focus on that. "How do you validate that your solution is correct?" is a great next question.

I also don't think it's wrong to say, "I know you're using an AI tool, that's fine, but I'd like you to answer _this_ question without it. I'm trying to determine whether you can validate whether an AI is giving you good information."

But today? The toothpaste is out of the tube, my friend. AI assistants are ubiquitous in 2026. Pretending otherwise isn't a strategy that's going to lead you to success. Instead, it's just filtering out candidates who've adapted to modern tooling. And isn't the ability to adapt to change one of the best qualities of an engineer?

My advice: learn to interview people who use AI well. You'll hire someone who knows how to leverage it effectively, rather than actively selecting against people who do.

(And if you're asking "absurd questions" to catch AI users, you're just wasting everyone's time. Ask real problems and evaluate how they approach solutions, with or without assistance.)

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stackdestroyer
6 hours ago
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I only end up with absurd questions if I am nearly positive the candidate is using one of these tools. I was proven right too - I asked a candidate if he'd ever chopped down a tree with an axe. He said no immediately, and then proceeded to give me a solid woodsmans explanation for how to do just that. I stand by what I did.
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austin-cheney
17 hours ago
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Be polite. Answer questions. Conclude the interview. Reject the candidate.
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stackdestroyer
1 day ago
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To be clear, I have started asking absurd questions, and seeing what the reaction is. Those using AI assistants never balk at these.
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allinonetools_
1 day ago
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I have noticed this too. One thing that helps is asking follow-up questions that go deeper into their past decisions or tradeoffs — it is much harder to fake real experience there. You can usually tell pretty quickly who actually understands vs who is just reading.
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html5ninja
7 hours ago
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Maybe the problem goes deeper than just using an AI assistant, so candidates don’t really have a choice anymore.
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edwardsrobbie
1 day ago
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If I think this happening I'll ask them to close their eyes.
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rboyd
1 day ago
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they'll just click the "close eyes" filter button soon enough
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chistev
22 hours ago
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What's this?
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shinryuu
20 hours ago
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I think that's a joke. You know how you can apply filters with different backgrounds etc.

Instead there would be a filter where it looks like you have closed your eyes.

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behnamsherafat
23 hours ago
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Honestly, just start asking them about the bugs you once introduced in prod. AI can’t replicate that panic.
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keiferski
14 hours ago
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"Tell me about a time you did XYZ at one of your previous jobs."
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moomoo11
1 day ago
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In person interviews

If that’s too expensive then maybe you should just have more AI agent adoption so you don’t need to hire third rate developers.

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bigyabai
1 day ago
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Are you telling them upfront that AI usage is forbidden? If not it's fair game.
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stackdestroyer
6 hours ago
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I haven't said anything about use of AI during the interview. However, the difference between using an AI tool like Claude or Cursor to help you reason about and develop a solution to a problem, and using something like ParakeetAI to listen to your call and provide you a script to speak is huge - it completely removes the thinking from the interaction. You can tell by how the candidate doesn't pause to contemplate the question, and from the overly polished answers delivered.

Since I'm the hiring manager, I'm looking for someone who is being genuine in the interview, and the AI cheaterware is a bridge too far, especially since it wasn't intended to be deeply technical - why cheat on a behavioral screen? You AI'd your way into the reject pile and made fool of yourself in the process.

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gus_massa
8 hours ago
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I'm not sure if it's fair game, but I recommend to say it explicitly at the beginning of the interview, so everyone is in the same page.
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