| M1 L1 | What AI actually changes in the hiring funnel | Why the work moves from screening to definition |
| M1 L3 | Where AI fails: invention, proxy bias, over-filtering | The five ways AI screening fails |
| M2 L1 | The intake meeting: 12 questions that prevent bad hires | The intake conversation — with yourself, in your case |
| M2 L4 | Scorecards and competency models | Scorecards: the artefact that makes the rest work |
| M2 L5 | Must-have vs nice-to-have: the weighting exercise | Three must-haves, and why more is a wish |
| M4 L3 | Setting screening criteria that do not over-filter | Criteria that do not over-filter |
| M4 L6 | Edge cases: gaps, career changers, non-linear CVs | The six career shapes every system handles badly |
| M6 L1 | Why most recruiter outreach is ignored | Why your outreach gets ignored |
| M6 L5 | Rejections that protect your employer brand | Rejections — cheap now, expensive to skip |
| M7 L1 | Structured interviewing: what the evidence says | Structured interviewing, and why your instinct is not enough |
| M7 L6 | Debrief facilitation and bias interrupts | Running a debrief with two people |
| M11 L3 | Disclosure and consent language | What you must tell candidates |