AI Resume Screening: How I Would Rebuild It So the Rejections Stay Auditable
AI resume screening compliance turns on the rejection set: the candidates a model filtered out and nobody read. A teardown of the workflow and the record it should keep.
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#EU AI Act
What Should Stay Human When You Embed AI Into Operations?
A liability-based framework for deciding which decisions must stay human when you embed AI into business operations, and which are just coordination work.
What an AI-Native Compliance Workflow Would Look Like
An old-route-to-AI-route teardown of AI compliance: why evidence of human review gets reconstructed after the fact, and what it looks like when it's captured automatically instead.
Where Human-in-the-Loop Actually Belongs in an AI Workflow
HITL is not a single AI project setting. It is a per-step placement decision based on reversibility, liability, and model confidence.