Ask HN: How do you deal with obvious AI assistant usage in interviews

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?

5 points | by stackdestroyer 23 hours ago

14 comments

  • html5ninja 27 minutes ago
    Maybe the problem goes deeper than just using an AI assistant, so candidates don’t really have a choice anymore.
  • KalskiTheDan 11 hours ago
    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.

  • Jemaclus 7 hours ago
    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.)

  • austin-cheney 11 hours ago
    Be polite. Answer questions. Conclude the interview. Reject the candidate.
  • allinonetools_ 18 hours ago
    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.
  • stackdestroyer 23 hours ago
    To be clear, I have started asking absurd questions, and seeing what the reaction is. Those using AI assistants never balk at these.
  • edwardsrobbie 20 hours ago
    If I think this happening I'll ask them to close their eyes.
    • rboyd 20 hours ago
      they'll just click the "close eyes" filter button soon enough
      • chistev 15 hours ago
        What's this?
        • shinryuu 14 hours ago
          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.

  • keiferski 7 hours ago
    "Tell me about a time you did XYZ at one of your previous jobs."
  • behnamsherafat 16 hours ago
    Honestly, just start asking them about the bugs you once introduced in prod. AI can’t replicate that panic.
  • moomoo11 19 hours ago
    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.

  • bigyabai 23 hours ago
    Are you telling them upfront that AI usage is forbidden? If not it's fair game.
    • gus_massa 1 hour ago
      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.
  • chattermate 11 hours ago
    [dead]
  • Remi_Etien 11 hours ago
    [dead]
  • AbanoubRodolf 18 hours ago
    [dead]