There’s something interesting happening in hiring right now: AI has made everyone’s resume look absolutely amazing.
And honestly? That’s kind of fantastic in some ways. A brilliant QC Analyst who struggles with words can now articulate their experience clearly. Someone whose second language is English can compete on equal footing with native speakers. A career changer can frame their transferable skills in ways that finally make sense to recruiters. AI has genuinely leveled the playing field for talented people who just aren’t natural writers.
But here’s the challenge we’re all facing, when every application shines with the same polished language and perfect achievements how do you tell who’s genuinely exceptional from who just found the right AI prompt?
The New Reality of Hiring
Recruiters and hiring managers are now looking at stacks of flawless applications. Every cover letter tells a compelling story. Every resume uses sophisticated language and hits all the right keywords. Everyone seems to have the exact skills you’re looking for, described in exactly the way you want to hear them.
It’s like everyone suddenly became an expert communicator overnight. Except, of course, they didn’t. The communication got outsourced.
This isn’t about demonizing A, it’s actually a useful tool for many candidates. But it does mean that the written application has lost much of its signal value. You simply can’t rely on a resume or cover letter to tell you who someone really is anymore.
Enter the Interview: Your Authenticity Filter
This is exactly why interviews have become so precious. They’re no longer just one step in the hiring process, they’re becoming the primary way to discover who someone truly is and what they can actually do.
Think of the interview as a conversation where the real person emerges. It’s where you get to see how someone thinks in real-time, not just what they can prepare with unlimited time and AI assistance.
When you ask candidates to walk you through a challenging project, something magical happens with the ones who actually did the work. They light up. They lean forward. They start talking about the messy parts, the annoying parts and the solution.
These details don’t make it onto resumes. But they’re what tell you someone really worked through an experience rather than just reading about it.
The Tell-Tale Signs of Authenticity
The candidates who genuinely have the skills and experience they claim? They can improvise. They can pivot when you take the conversation in an unexpected direction. They can go three levels deeper when you’re curious about something specific.
Ask them “why did you make that choice?” and they have an answer. Ask “what would you do differently now?” and they’ve got opinions based on lessons learned. Ask about a technical detail and they remember, not because they memorized it, but because they struggled with it.
The ones relying too heavily on AI to represent them tend to sound impressively polished until you go off-script.
What This Means for Interviewers
If you’re hiring, this shift requires adjusting your approach. The interview can no longer be a formality after the resume impressed you. It needs to be deeper, more conversational, more exploratory.
Ask open-ended questions that don’t have rehearsed answers. Dig into the details of their experience. Create space for them to think out loud. Pay attention not just to what they say, but to how they say it, the pauses when they’re genuinely thinking, the enthusiasm when they hit a topic they care about, the honesty when they admit they don’t know something.
The goal isn’t to catch people out or create gotcha moments. It’s to create an environment where authenticity naturally surfaces, where the person behind the polished application can emerge and show you who they really are.
The Silver Lining
Here’s the unexpected upside to all of this: AI has actually made interviews more human.
When resumes were our primary filter, we could hide behind data and keywords. Now, we have to actually talk to people. We have to listen, probe, and use our judgment. We have to trust our ability to recognize genuine capability when we see it in action.
Yes, AI has transformed how candidates present themselves. But it’s also made the human conversation more valuable than ever. The interview is where authenticity shines through, where real expertise reveals itself through spontaneity and depth, and where you discover not just what someone can do, but who they are.
In a world where everyone can sound perfect on paper, the interview has become our most important tool for finding people who are genuinely exceptional in person.
And that’s not a problem, it’s an opportunity to make better, more human hiring decisions.