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Candidate Screening

8 in-depth articles on candidate screening. Frameworks, benchmarks and playbooks for modern talent teams.

Candidate Fraud in 2026: How to Catch Proxy Interviewers and AI-Scripted Responses Before They Get Hired | illustration for Candidate Screening article

Candidate Screening

Candidate Fraud in 2026: How to Catch Proxy Interviewers and AI-Scripted Responses Before They Get Hired

Candidate fraud at the interview stage—proxy interviewers, AI-scripted live responses, fabricated credentials—is growing faster than most TA teams' detection stacks can address. This guide covers the three types of interview-stage fraud, which is hardest to catch, and how structured scoring combined with proctoring closes the gaps that background checks miss.

Jul 10, 2026 · 9 min

Work Sample Tests: The Assessment Method That Predicts Job Performance Better Than Interviews | illustration for Candidate Screening article

Candidate Screening

Work Sample Tests: The Assessment Method That Predicts Job Performance Better Than Interviews

Work sample tests have the highest predictive validity of any pre-hire assessment method at 0.54, outperforming structured interviews and every other tool in the selection research literature. The reason most TA teams do not use them consistently is not the concept — it is that poorly designed work sample assessments destroy candidate experience and produce data that is impossible to evaluate.

Jul 15, 2026 · 8 min