A small enterprise-style test showing why PII redaction needs domain rules, span cleanup, and in-domain evaluation before it becomes a production control.Most sensitive values get caught. The gap is the production problem. Image: AI-generated by the au…
The viral trend with irreversible consequencesContinue reading on Medium »
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I’ve been following cybersecurity trends in Asia for a while now, and 2026 feels different.Continue reading on Medium »
I Work in Security — I Understand the Decision.Continue reading on ILLUMINATION »
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A lightweight guardrail layer for Genkit that brings intent validation, PII protection, and safer LLM workflows.Continue reading on Medium »
Every security control discussed over the past twenty-seven days was designed with a common assumption running underneath it.Continue reading on Medium »
By Questa AI | Healthcare AI & Compliance InsightsAt Questa AI, we work at the intersection of artificial intelligence and healthcare every single day. And one question keeps coming up — from hospital administrators, compliance officers, and clinic…