AI agents are systems problems
The difficult part of useful agentic AI is not the model call. It is everything required to make judgment and action reliable.
Insights
One publication. Many difficult questions.
Technical articles, research, engineering notes, and professional analysis about intelligent systems and the real engineering required to make them useful.
Topics describe what an idea is about. Formats describe what kind of piece it became.
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AI agents are systems problems
Models matter. But architecture, context, permissions, evaluation, and operations decide whether an agent becomes infrastructure or remains a demo.
Read the insight4 insights
| Title | Format | Topics | Published | Read time |
|---|---|---|---|---|
| ML-KEM: The Post-Quantum Upgrade Hiding Inside the Handshake | article | Cybersecurity, Technical Strategy & Leadership | 7 min | |
| Built to Serve: My Research at USF | article | Cybersecurity, Technical Strategy & Leadership, Applied Research | 4 min | |
| Governed autonomy is a design constraint | article | AI & Agents, Cybersecurity | 6 min | |
| Edge intelligence, central reasoning | paper | Research, Cybersecurity, AI & Agents | 9 min |