AI-generated résumés and ChatGPT-assisted interviews are reshaping hiring practices.
Dubai: A polished résumé and a confident interview have long been seen as hallmarks of a job-ready candidate. But that assumption is increasingly being challenged as artificial intelligence becomes deeply integrated into the hiring process.
Companies around the world are seeing more candidates use generative AI to write résumés, complete assessments and even receive live prompts during video interviews. Hiring experts say this is making it increasingly difficult to separate genuine skills from AI-assisted performance, prompting employers to rethink their recruitment processes from the ground up.
The issue goes far beyond isolated cases. Research highlighted by the Harvard Business Review suggests that the earliest stages of hiring are becoming less reliable, as both written applications and remote interviews can now be significantly influenced by artificial intelligence.
When traditional screening methods no longer accurately identify talent, companies risk selecting candidates who excel in the recruitment process rather than those best suited for the role.
Interviews become performances
One hiring manager interviewed by Bloomberg Businessweek believed she had found the ideal candidate for a grant-writing position after an impressive virtual interview.
Within weeks of hiring him, she concluded that his on-the-job abilities did not match the skills he had displayed during the interview. In hindsight, she suspected he had been consulting ChatGPT or another AI chatbot throughout the virtual interview, citing generic responses, language that closely mirrored the organisation’s website and unusually polished answers.
Human resources advisers say such experiences are becoming increasingly common.
According to survey data from US-based research and advisory firm Gartner, nearly half of job seekers now use AI at some stage of their job search. While many rely on it for legitimate tasks such as refining résumés or drafting cover letters, others use AI to generate writing samples, complete online assessments or receive real-time assistance during interviews. Around 13% admitted to using chatbots live during interviews.
Résumés losing their value
The challenge begins even before candidates reach the interview stage. Generative AI has significantly reduced the value of traditional résumés, allowing applicants to quickly create polished, keyword-optimised documents tailored to specific job openings.
Harvard Business Review also notes that AI-powered résumé screening systems may favour applications written in styles similar to their own outputs, potentially rewarding candidates who use AI to optimise their résumés rather than those with stronger qualifications.
Recruiters interviewed for the study reported a widening gap between candidates’ polished written applications and their ability to clearly explain their experience during interviews.
Rising cost of poor hiring
The consequences of a bad hiring decision can be expensive. Bloomberg Businessweek, citing data from the Society for Human Resource Management, reported that filling a vacancy costs about $1,300 even before factoring in onboarding, lost productivity and the cost of replacing an unsuccessful hire.
Harvard Business Review cites even higher estimates, referencing Society for Human Resource Management (SHRM) data that puts the average cost of hiring at about $5,475 for non-executive roles and nearly $36,000 for executive positions. Gallup estimates that replacing an employee can cost between one-and-a-half and two times that person’s annual salary.
The broader concern, the report argues, is that as traditional recruitment filters become less reliable, organisations face growing uncertainty over whether they are consistently identifying and hiring the best talent.
Companies rethink recruitment
In response, some employers have begun overhauling their hiring processes. Google, for example, has introduced additional face-to-face interview rounds for software engineering candidates to better verify their technical skills and assess their abilities without AI assistance.
L’Oréal has designated its interviews as an “AI-free zone” and requires candidates to attend at least one in-person interview. Anthropic also bans the use of AI during live interviews and take-home assessments unless it is explicitly authorised.
Other employers are introducing live coding tests, requiring candidates to share their screens or replacing take-home assignments that have become easier to complete with AI assistance.
Companies such as Google and McKinsey have also brought back in-person interviews despite the additional travel costs, reflecting growing concerns about AI-assisted recruitment.
Not all AI use is considered cheating
The debate, however, is becoming more nuanced as artificial intelligence increasingly becomes a routine part of everyday work.
Some candidates argue that if employers expect staff to use AI on the job, using it during the hiring process simply demonstrates how they would perform in the workplace.
Harvard Business Review suggests organisations should distinguish between assessing a candidate’s independent thinking and evaluating how effectively they use AI as a productivity tool.
The publication points to Meta’s trials of AI-enabled coding interviews, where candidates are allowed to use AI tools, arguing that future recruitment may place less emphasis on working without AI and more on demonstrating sound judgment while using it.
Judgment becomes the key hiring skill
Rather than relying on standard behavioural questions, Harvard Business Review recommends more adaptive interviews that require candidates to explain trade-offs, respond to evolving scenarios and demonstrate their reasoning in real time.
Its analysis found that some candidates with modest résumés excelled in these dynamic interviews, while others with stronger credentials struggled once the conversation moved beyond well-rehearsed answers.
The publication argues that hiring processes should increasingly reward critical thinking, problem-solving and intellectual honesty over polished responses that AI can easily generate. For employers, the challenge is no longer simply detecting AI use.
As generative AI becomes a permanent feature of the workplace, recruitment is shifting from evaluating how well candidates present themselves to assessing whether they can think independently, exercise sound judgment and use AI as a tool rather than a substitute for their own abilities. – Agencies
