Category
systems
Everything currently filed under systems.
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Why Most AI De-Identification Fails in Production
De-identifying text is easy to demo and hard to trust. The real challenge is building systems that are reversible, auditable, operationally sane, and credible enough for high-stakes workflows.
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Building Trusted AI for Real Workflows
The value of AI tools does not come from novelty alone. It comes from whether they reduce friction, handle real constraints, and earn trust in day-to-day use.