13 Aug 2026Sourced
Responsible AI in hiring: govern, map, measure and manage
Use the NIST AI RMF functions to turn broad principles into operational questions about purpose, risk and human oversight.
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Hiring and AI — without the noise
Practical guides for HR teams, with links to original sources whenever an article relies on external guidance or research.
13 Aug 2026Sourced
Structured interviews: consistent questions and clearer comparisons
How predefined questions and scoring criteria reduce first-impression bias and help reviewers compare the same analytics.
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Work-sample assessments: measure the work candidates will actually do
Replace generic questions with a short role-relevant task and a clear review rubric.
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Candidate experience: why one secure link and a clear journey matter
Clarity before assessment reduces friction: candidates should know the stages, expected time and device requirements.
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Assessment only or video interview: choosing the right hiring journey
A practical guide to choosing assessment-only, video-only or a combined journey based on the role and analytics your team needs.
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How to design a role-relevant pre-hire assessment
A useful pre-hire assessment measures real work, uses clear criteria and avoids generic questions that add no decision value.
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How to use AI hiring reports while keeping meaningful human oversight
An AI report should organise analytics and follow-up questions—not turn one score into an automatic accept-or-reject decision.
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Probation reviews: checkpoints and analytics before the final decision
A strong probation review starts with clear expectations, regular feedback and a balanced record—not a surprise on the final day.
Read article10 Aug 2026Sourced
How structured recruitment data helps before a second interview
Bringing candidate, interview and role data together helps the team review a common analytics base instead of relying on impression alone.
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AI in hiring needs governance, not only speed
AI can speed up screening, but professional use needs human oversight, clear permissions and auditable records.
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Why structured interviews can create clearer shortlists
Structured interviews use consistent questions and scoring criteria to make early-stage comparisons clearer and more reviewable.
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