September 14, 2026 · Reqmint
NYC LL144 and Illinois HB 3773 are no longer the whole list. A walkthrough of the jurisdiction rules table, the pre-scoring gate and the decision record a screening agent needs once Colorado, Texas and California rules can hit the same req.
Read moreSeptember 10, 2026 · Reqmint
Bias audits get the attention, but the part that breaks in production is the paperwork around the candidate: the notice before screening, the alternative when someone opts out, and the explanation after an adverse decision. Here is the data model, the state machine and the queries.
Read moreSeptember 9, 2026 · Reqmint
A screening agent tested once, by hand, drifts the moment a model version or a prompt changes. This walkthrough builds the harness: a frozen golden set, pinned model and rubric versions, an agreement and movement diff, and rationale checks that fail the run.
Read moreSeptember 9, 2026 · Reqmint
What an independent LL144 bias auditor actually asks for, and the tables and queries that produce it: a self-ID table the scorer cannot read, a screening log with the human decision, selection rates and impact ratios in SQL.
Read moreSeptember 9, 2026 · Reqmint
Candidates and resume-optimisation tools now paste white-on-white text into PDFs telling an AI screener to rate the applicant highly. Here is how to extract text so you can see it, strip and quarantine it, keep the model away from instructions, and log what you found.
Read moreAugust 4, 2026 · Reqmint
The duties for automated hiring tools sit with the employer or agency using them, not the vendor.
Read more