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AI Articles
Responsible AI hiring guidance for human review, candidate trust, evidence quality, governance, and ATS workflows.
AI Act-Ready ATS Workflows
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
AI-written applications are not the real problem. Low-signal screening is. Hiring teams need fair verification layers.
From Resume Keywords to Work Evidence
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
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
Human review only reduces AI hiring risk when reviewers have criteria, evidence, training, override authority, and audit trails.