AI Articles
Responsible AI hiring guidance for human review, candidate trust, evidence quality, governance, and ATS workflows.
AI Act-Ready ATS Workflows
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AI Act readiness is an ATS workflow problem: inventory tools, classify use cases, capture evidence, enable oversight, notify candidates, and monitor change.
AI-Optimized Applications Are Breaking Resume Screening
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AI-written applications are not the real problem. Low-signal screening is. Hiring teams need fair verification layers.
From Resume Keywords to Work Evidence
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AI should move hiring away from keyword matching and toward evidence chains that connect role criteria to examples, interviews, references, and decisions.
Candidate Trust Is the New AI Screening Metric
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AI screening should be disclosed, understandable, accessible, reviewable, time-bound, and connected to a human path.
Human Review Is Not a Checkbox in AI Hiring
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Human review only reduces AI hiring risk when reviewers have criteria, evidence, training, override authority, and audit trails.