"We're Hiring for That Real Human": Why Polished Answers Are Losing Value

In Business Insider's reporting on hiring's "vicious cycle," an in-house recruiter named Jalonni Weaver summed up what a lot of hiring teams now feel: "We're not hiring for perfection. We're hiring for that real human."

It sounds obvious. It's actually a big change in what screening is for.

Polish used to be signal. Now it's noise.

For a long time, a clean, well-written application said something about the candidate: they took the time, they could communicate, they cared about the role. AI has made that polish nearly free. A perfect cover letter now tells you the candidate has access to a chatbot, which everyone does.

So recruiters are starting to look for the opposite of polish: specifics. A real project, a real decision, a real mistake and what they did next. Those are harder to invent convincingly and easier to check in a follow-up conversation.

Structure the interview to find the real human

TrueScreenHR's 17-question interview is built around this. Candidates answer in writing, in their own words, about their background, how they solve problems, how they work with others, and how they use AI tools. The scoring is deliberately strict (80+ is genuinely impressive; below 60 means real gaps), and the experience score checks whether the answers actually back up the years and title on the resume.

• A candidate who answers with specific, real examples gives you something you can verify and build a live interview around.
• A candidate whose answers were largely pasted in shows up in the integrity score, so polish that didn't come from the candidate doesn't get mistaken for skill.
• Every candidate gets the same questions, so the "real human" signal is comparable across your whole pool.

When perfect is free, real is what's scarce. Screen for real.