The Return of In-Person Interviews Amid AI Cheating and Deepfakes

The Return of In-Person Interviews Amid AI Cheating and Deepfakes

For years, the rise of video interviews was hailed as a breakthrough in hiring—fast, scalable, and accessible to candidates anywhere in the world. But in 2025, a troubling side effect has emerged: AI-assisted cheating and even deepfake impostors are infiltrating the recruitment process. Now, major employers are reversing course. Many are bringing back in-person interviews, not because they dislike technology, but because they no longer trust what they see on screen.

The Problem: AI Interview Cheating

Recruiters report that virtual interviews are increasingly plagued by:

  • AI prompts off-camera: Candidates secretly use generative AI to answer technical or situational questions.
  • Real-time coaching: Tools feed answers into a candidate’s earpiece or chat window during live interviews.
  • Deepfake impostors: Some applicants hire stand-ins—or use AI-generated video overlays—to impersonate them.

These practices undermine trust and force employers to reconsider their interview formats.

The Corporate Response: Back to Basics

Faced with growing fraud, companies are implementing stricter verification methods:

  1. In-Person Interviews—Reinstated as the gold standard for verifying identity and authenticity.
  2. Biometric Screening—Fingerprint or facial recognition tools confirm candidates are who they say they are.
  3. Proctored Assessments—Online tests monitored via webcam and keystroke analysis to detect cheating.
  4. Third-Party Verification Services—Firms like Clear are stepping in to authenticate identities during virtual hiring.

This marks a reversal of pandemic-era flexibility and signals a trust crisis in digital hiring.

Why Employers Are Worried

  • Scale of the Issue: Analysts estimate up to 25% of candidate profiles could be fake by 2028 if unchecked.
  • Reputation Risks: A fraudulent hire not only wastes time and money but could damage brand reputation.
  • Skills Gap Exposure: Hiring someone who cheated through assessments may create costly performance failures later.

Employers argue that it’s cheaper to fly candidates in—or host local in-person sessions—than risk onboarding someone unqualified.

Impact on Candidates

For jobseekers, the return of in-person interviews has mixed implications:

  • Higher Costs: Travel, accommodation, and time away from current work can be burdensome.
  • Less Accessibility: Candidates from rural areas or abroad lose the equal footing virtual interviews provided.
  • More Authenticity: Genuine applicants may benefit, as in-person sessions reduce competition from fraudulent profiles.

Some candidates are frustrated, while others welcome the shift as a return to “real human hiring.”

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Broader Hiring Trends

This development ties into broader 2025 recruitment shifts:

  • AI Everywhere: From resume screening to skill testing, AI is transforming how candidates apply.
  • Trust Issues Rising: Employers increasingly question the authenticity of digital submissions.
  • Hybrid Solutions Emerging: Many firms now blend remote assessments with final in-person stages.

The hiring process of the future may not be purely digital or physical—it may be a hybrid built on trust and verification.

FAQs

Q1: Why are companies moving back to in-person interviews?

Because AI cheating and deepfake impersonations are making virtual interviews unreliable. Employers want to ensure candidates are authentic.

Q2: What kinds of AI cheating are happening?

Applicants are using off-camera AI tools to answer questions, receiving real-time coaching, or even using deepfake video overlays to impersonate someone else.

Q3: Does this mean virtual interviews are dead?

No, but they’re being supplemented with biometric verification, proctored assessments, and stricter controls.

Q4: How does this affect candidates?

It may increase travel costs and reduce accessibility, but it levels the playing field for honest candidates.

Case Study: Cisco’s Hybrid Verification Model

Cisco Systems offers a real-world case of how companies are tackling the issue.

In early 2025, Cisco discovered several fraudulent hires had slipped through video-only interviews. Some had used AI scripts during technical questions; others outsourced interviews entirely. The fallout was costly—projects delayed, teams disrupted, and reputations dented.

In response, Cisco adopted a hybrid verification model:

  • First-round interviews remain virtual for convenience.
  • Before an offer, candidates must attend in-person final interviews at regional hubs.
  • For overseas candidates, Cisco contracts with local proctoring partners to verify identity, run live skills tests, and ensure biometric checks.

The results have been dramatic: within months, reported fraud dropped by over 70%, and managers expressed renewed confidence in hiring decisions.

Cisco’s approach shows that while AI may complicate recruitment, practical safeguards and in-person verification can restore trust.