Cybersecurity Gets Lost in Translation: Security Risk in Multilingual and Multinational Technology Programs
A cybersecurity term can be translated correctly and still be misunderstood. In multinational technology programs, shared technical meaning is part of risk management.
Security by Design for AI-Enabled Defense Systems: Lessons from Cross-Border Technology Development
International technology firms entering the U.S. defense ecosystem should treat cybersecurity as an architectural property—not a compliance task added after the product is built.
The Interpreter in the AI-Enabled Exam Room: An Overlooked Security Boundary
Add ambient AI to an interpreted medical encounter and a three-party conversation becomes a complex data environment involving privacy, integrity, trust boundaries and language access.
Patient Data as AI Training Data: A Cybersecurity Risk-Lifecycle Problem
Patient data doesn't stop being a security concern when it enters an AI pipeline. Training, model development, vendors and derived data create an expanding cybersecurity lifecycle.
When “Notice” Isn’t Enough: AI Transparency in Multilingual Healthcare
As AI becomes less visible in healthcare, a posted notice may not be enough. What does meaningful transparency look like when patients speak different languages?