How AI is changing screening, matching and hiring decisions.
How to screen career changers without your AI writing them off
Non-linear resumes trip up pattern-matching. Here's how to screen career changers fairly without lowering your bar.
When your AI screener and your hiring manager disagree
An AI screener ranks a candidate high and your hiring manager wants them out. Here's how to treat that gap as useful signal, not a fight.
How to pilot an AI screener before you let it touch a live role
Before an AI screener ranks real candidates, prove it works. A practical way to run a backtest and a shadow pilot on roles you already know.
Where AI should stop and you should start in screening
AI is good at reading and ranking. You're good at judgment calls it can't make. Here's how to split the screening work so neither of you wastes time.
What a resume can't tell your AI screener (and how to fill the gap)
AI can read every resume in seconds, but a resume only holds part of the story. Here's what it misses, and how to catch it before you decide.
Should you let AI auto-reject candidates?
AI can screen and rank every application. Deciding who gets a no is a different question. Here's where to automate and where to keep a human.
How to turn AI match scores into a shortlist you trust
An AI match score is a starting point, not a verdict. Here's how to set thresholds, review bands, and override rules that hold up.
Should you tell candidates AI screened their application?
Disclosure isn't just a legal box to tick. Here's how to tell candidates AI helped screen them, without eroding trust or overpromising.
Write a job post your AI screener can actually rank against
An AI ranks resumes against the role you describe. Vague postings produce vague scores. Here's how to write one that sorts a pile into a real shortlist.
How to screen candidates when every resume is AI-written
AI-written resumes are now the norm. Here's how to read past the polish and screen for real signal without punishing good candidates.
How AI resume screening actually works (and where it doesn't)
Parsing, matching and ranking, explained in plain terms. Plus the parts a recruiter should still do by hand.
Bias in hiring AI: what to check before you trust a score
AI can reduce bias in hiring or quietly amplify it. A practical checklist for keeping screening fair and defensible.