What the Directive on Automated Decision-Making actually requires of front-line officers
A front-line look at Canada's Directive on Automated Decision-Making, and what it actually asks of the officers applying it.
Authoritative field notes, long-form analytical essays, and working commentaries exploring algorithmic systems, statutory interpretation, and public sector data governance.
A front-line look at Canada's Directive on Automated Decision-Making, and what it actually asks of the officers applying it.
Formal security frameworks tend to describe systems. The actual risk usually lives in the informal workarounds staff build around them.
Revisiting the OBPS case with a focus on what data provincial and federal systems actually share with each other — and what they don't.
Notes on the gap between an open-data mandate and the day-to-day discipline required to keep public datasets accurate, current, and usable.
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