I love the idea of embedding sensitive topics that ChatGPT and other LLMs will steer clear of, within the context of a coding question.
Have you ever had any candidate laugh?
Any candidates find it offensive?
No one’s found it offensive, the prompt is mostly neutral just very “dangerous activity” coded.
Just one time someone got mad and yelled at the interviewer about nothing specific, just stuff like I’m not who you are looking for, you will never find anybody to hire.
I had just recently lead through several interview rounds for software engineering role and we have not had any issue with LLM use. What we do for the technical interview part is very simple - live whiteboarding design task where we try to identify what the candidate's focus is and might pivot at any time or dig deeper into particular topics. Sometimes, we will even go as detailed as talking about particular algorithms the candidate would use.
In general, I found that this type of interview is the most fun for both sides. The candidates don't feel pressure that they must do the only right thing as there is a lot of room for improvisation; the interviewers don't get bored with repetitive interviews over and over as new candidates come by with different perspectives. Also, there is no room for LLM use because the candidate has to be involved in drawing on the whiteboard and showing their technical presentation skills, which are very important for developers.
At that point it seems like trying too hard, but be aware there are theoretical approaches which are extremely hard to detect (the inevitable evolution of sticky notes on the desk, or wall behind the monitor).
I'm genuinely curious what questions you ask during the behavioral interview. Most companies ask questions like "recall a time when..." and I know people who struggle with these kinds of questions despite being good teammates, either because they find it difficult to explain the situation, or due to stress. And recruitment process is not a "basic conversation" — as a recruiter you're in far more comfortable position. I find it hard to believe anyone would use an LLM if you ask them question like "what were your responsibilities in your last role", and I do see how they might've primed the chat to help them communicate an answer to a question like "tell me about a situation when you had a conflict with your manager"
That normally prompts some follow ups about specific work, specific projects, if they know so-and-so moot at their old company. I call it behavioral because I don’t have another word but it’s not brainteasers and etc like consulting/finance interviews.
I wouldn’t be surprised if the effect of Google Docs and Gmail forcing full AI, is a generation of people who can’t even talk about themselves, and can’t articulate even a single email.
Is it necessary? Perhaps. Will it make the world boring? Yes.
We actually allow using AI in our in-person technical interviews, but our questions are worded to fail safety checks. We'll talk about smuggling nuclear weapons, violent uprising, staging a coup, manufacturing fentanyl, etc. (within the context of system design) and that gives us really good mileage on weeding out those who are just transcribing what we say into AI and reading the response.