AI reference checking uses software, not a recruiter’s personal phone calls, to reach a candidate’s former managers or colleagues, collect their feedback through a structured digital survey or a conversational voice or chat interface, and analyze the responses for consistency and red flags. Done well, it does not just digitize the old “would rehire, yes […]
Thirty eight percent of US job candidates say they have already withdrawn from a hiring process specifically because it involved an AI led interview, according to Greenhouse’s 2026 Candidate AI Interview Report, a survey of 2,950 active job seekers across the US, UK, Ireland, Germany, and Australia published in May 2026. Another 12% said they […]
Remote IT worker fraud is a scheme in which someone other than the person a company believes it hired performs the job, typically using a stolen or fabricated identity, a facilitator based in the country where the job is located, and a “laptop farm” that makes the worker appear to be logging in from inside […]
A ghost job is a job posting for a role that the company is not actively trying to fill, whether because the position is already spoken for internally, the budget has quietly frozen, or the listing was never meant to close. In 2026, a Clarify Capital analysis of more than 175,000 US job listings found […]
Proxy interview fraud happens when someone other than the actual job candidate sits the interview or assessment on their behalf, then the real candidate either shows up to do the job unqualified, or a completely different person entirely shows up to work the role. It is one of the fastest growing categories of hiring fraud […]
As of 2026, at least sixteen US states plus Washington DC require some form of pay range disclosure in job postings, and that number has grown almost every year since Colorado passed the first broad statewide law in 2021. If a recruiting team is still writing “salary commensurate with experience” on a job ad, there […]
An AI voice interview is a phone or voice call where an AI agent, not a human recruiter, asks candidates job related questions, listens to their spoken answers, and scores the conversation in real time. It is quickly becoming the default way many companies run first round screening, replacing the recruiter phone screen as the […]
Internal mobility beats external hiring on cost, speed, and retention in most measurable ways, but only when a company can actually see what its employees are capable of. Without verified skills data, an internal talent marketplace is just a job board with extra steps, and most stall out within a year of launch. The difference […]
Candidate ghosting is when a job applicant stops responding, skips a scheduled interview, or goes silent after accepting an offer, without any explanation to the employer. It is not a rare annoyance anymore. It is now a routine, recurring drain on recruiting operations, and it is getting worse heading into the second half of 2026. […]
AI hiring compliance in 2026 means two specific things for most global employers: passing an independent bias audit and posting the results under New York City’s Local Law 144 if you hire candidates who live in NYC, and treating your hiring AI as a high risk system under the EU AI Act if you use […]
Contingent worker identity verification is the practice of confirming that a freelancer, contractor, or gig worker is who they claim to be before they are onboarded, not just screened on paper. Most companies apply this scrutiny to full time employees and skip or shortcut it for contingent talent, which is exactly the gap fraud actors […]
A structured interview scorecard is a standardized form that lists the specific competencies a role requires, gives every interviewer the same rating scale to judge candidate answers against, and forces a written justification for each score. It exists to replace gut feeling with evidence, so five interviewers evaluating the same candidate land on comparable, defensible […]
