Artificial intelligence is transforming job interviews and challenging recruiters

Between July 2025 and January 2026, the Greenhouse platform analyzed 19,368 live interviews and found evidence of AI use in 38.5% of cases. The study also revealed that nine out of ten hiring managers in the United States have encountered AI-generated answers or suspected their use during virtual interviews.

What recruiters look for

The most obvious signs appear when a candidate repeats a memorized script, especially when answering questions that require details about past decisions. In these cases, the interviewee struggles to sustain the conversation with their own examples, revealing a reliance on a pre-prepared script.

How companies are adapting their processes

To counter automation, many organizations are redesigning their recruitment processes, incorporating live technical tasks, real-life scenario simulations, and role-playing exercises. For example, candidates may be asked to perform a data analysis task, solve a problem in real time, and explain their steps aloud.

Transparency is another critical issue. A Greenhouse survey of nearly 1,200 candidates in the United States found that seven out of ten were not informed they would be evaluated using AI tools. Setting clear expectations about technology use from the outset helps avoid misunderstandings and builds trust between parties.

What typically works in a candidate’s favor

Clarity about tool usage

When companies allow or encourage the use of generative AI, explaining how it should be used helps reduce ambiguity. Making it clear that the tool is for organizing ideas or validating data, not for providing ready-made answers, makes the process more predictable for evaluators.

Value beyond what technology can provide

Industry reports suggest that, by 2026, recruiters will be looking to understand how professionals use AI to create value beyond what the machine can offer alone. For example, a marketing candidate might demonstrate how they asked an AI tool for campaign variations and then justified their choice based on strategic criteria.

The ability to identify errors or adjustments made by AI is also valued. Pointing out information that the tool omitted or adapted to the company’s context demonstrates expertise.

What to watch for moving forward

Internal policies on AI use vary: some organizations prohibit any assistance during interviews, while others assess the ability to work with the tool itself. The safest approach is to confirm the rules with the recruiter before the interview.

Evaluation criteria will likely focus on independent reasoning, the ability to explain decisions, and honesty about technology use. These elements are harder to simulate in real time and remain the primary benchmark for live, in-person, or virtual interviews.