How evidence-backed AI screening actually works, written by the team building it.
Gartner predicts 1 in 4 candidate profiles will be fake by 2028, and the FBI has been warning about deepfake applicants since 2022. A stage-by-stage verification checklist, from resume consistency reads to interview probes to day-one access, that catches fabrication without treating every real candidate as a suspect.
LinkedIn now clocks thousands of applications per minute, and most hirers say fewer than half meet the role's criteria. A five-step triage workflow that touches each application once, with a decision attached, whether you screen with a spreadsheet or a tool.
Recruitment AI is classified as high-risk under the EU AI Act, and the deployer obligations are aimed at the teams that use these tools, not just the vendors that build them. What Article 26 actually asks of a recruiting team, where the August 2026 date stands, and a practical preparation list.
Most HR screening tools were built for enterprise teams. The 4 checks that actually matter for a small business in 2026, so you stop overpaying for software that was never designed for you.
AI in recruitment is not replacing recruiters, it is changing where their time goes. How tech companies use AI across the hiring funnel, what the 2025-2026 data shows, and the four risks to manage.
Keyword stuffing, prompt injection, fabricated profiles: Gartner predicts 1 in 4 candidate profiles will be fake by 2028. Here are the five most common manipulation tactics and how to defend your screening process.
AI is reshaping recruitment faster than most teams can adapt. Six practical moves, backed by 2025 and 2026 data, to stay indispensable as a recruiter.
Talentino exhibited at Web Summit Qatar 2026 in Doha, February 1 to 4. Here is what we showed, and where to try it yourself.
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