Fairness in the loop
When the Shortlist Is Fluent and Still Unfair
A hiring ranker that writes careful summaries can still erase people who never make the page. Fluency isn't fairness. Absence is the tell.
September 18, 2026·3 min read
From the Human Side
#Shortlist
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Trust as capital
Trust Spent on a Recommendation You Cannot Explain
Signing a scored shortlist you can't translate is a trust withdrawal, dated the moment you put your name under a number you couldn't say aloud.
September 16, 2026·3 min read