Candidate Parsing Engines ~ Area ~ Consulting

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NYC Local Law 144 Small Sample Volumes Candidate Parsing Engines

Counterfactual Perturbation Testing Frameworks for Auditing Automated Resume Screening Algorithms in Small Sample Volumes

Counterfactual perturbation auditing eliminates small-sample statistical noise by measuring deterministic scoring disparities across matched synthetic resume pairs.

What the firm knows, published

Expertise is a utility, not a secret. sentiention™ publishes its working knowledge as open reference: intelligence layer covering the materials it sources, the markets it enters, and the reference that serves both.