Cybersecurity Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/understanding-testing-vs-evaluation-in-ai-systems.

The distinction between testing and evaluation in AI systems

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AI systems introduce complexity: behaviors emerge from training rather than explicit programming. Many companies and organizations building AI systems, especially AI agents, run into problems. They focus heavily on evaluations while neglecting systematic testing.

This story was originally published on HackerNoon at: https://hackernoon.com/owasp-top-10-the-security-stuff-you-keep-meaning-to-learn.

A practical, plain-English guide to the OWASP Top 10—what they mean, how they show up in real apps, and where to start fixing them.

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OWASP is a nonprofit that publishes a Top 10 list of security breaches. The list reflects what's actually hurting organizations right now. Broken access control is at the top for a reason. Insecure design is the problem.

This story was originally published on HackerNoon at: https://hackernoon.com/a-class-for-mom-part-2-cybersecurity.

This is a cybersecurity class for senior citizens.

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This is a cybersecurity class for senior citizens.

This story was originally published on HackerNoon at: https://hackernoon.com/inside-brevity-ai-the-architecture-powering-real-time-hipaa-compliant-clinical-documentation.

Brevity AI’s CTO architected a HIPAA-compliant platform using real-time AI to transform clinical documentation and visit prep at scale.

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Brevity AI’s clinical documentation platform compresses hours of chart review and note-taking into minutes through real-time, HIPAA-compliant AI. Architected end-to-end by CTO Purv Rakeshkumar Chauhan, the system combines scalable microservices, medical NLP, secure data infrastructure, and real-time transcription to improve clinician efficiency, accuracy, and patient care.

This story was originally published on HackerNoon at: https://hackernoon.com/how-you-can-test-your-kids-smart-toys-for-privacy.

Are those toys secure? And precisely what data is being handed over when a kid is using these toys?

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You can also check exclusive content about #privacy, #kids-safety, #children-privacy, #children-data-safety, #kids-toys-privacy, #the-markup, #bluetooth-toys, #hackernoon-top-story, and more.




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The Markup is looking into what other toys collect private data on your children. A Wi-Fi-enabled toy will likely communicate with your wireless router. A Bluetooth toy will send data to another smart device, such as a smartphone. We’re here to help.