A clearer path to safer AI.
I’m Alan Vo. I help people understand the tradeoffs, question assumptions, and make thoughtful decisions about how AI is used, governed, and trusted.
The questions behind the technology: what to trust, who owns the decision, and what evidence we need to move forward. A shared understanding makes the next step clearer.
Develop the judgment to question an AI system, challenge its assumptions, and decide where human oversight belongs.
Make the connection between how work happens, the controls people rely on, and the evidence that explains them.
Understand the requirements, responsibilities, and architectural choices behind decisions in government cloud environments.
Security Superintelligence
A direction I’m exploring for AI-powered security: sharper context, useful automation, and engineering judgment at the points that matter.
Defined permissions. Traceable decisions. Evidence you can inspect. The foundations for more capable security systems.
Let’s explore itCVE fixes. Cloud deployment checks. Engineering notes.
Less noise. A clearer next step.
A practical approach to Bitso’s public engagement: establish the boundaries, prepare the research setup, prioritize meaningful questions and connect evidence with conditional remediation and verification.
2 Nov 2026CVE cloud guideA source-linked CVE-2026-41709 guide: confirm exposure, follow the vendor fix, and plan conditional AWS, Azure and GCP remediation with verification.
1 Nov 2026CVE cloud guideA source-linked CVE-2026-76418 guide: confirm exposure, follow the vendor fix, and plan conditional AWS, Azure and GCP remediation with verification.
CVE guides combine public advisories with cloud-specific deployment checks. Sources, applicability, and verification steps stay explicit.
The most useful answer is one people understand well enough to question, explain, and carry forward.
My writing and open-source work explore agents, model evaluation, AI safety, and the evidence behind technical decisions. I’m especially interested in safer AI adoption, meaningful audit conversations, and the choices involved in government cloud environments.
I value clear communication, shared ownership, and learning from the people I work with. Good guidance should leave people more confident in their own judgment and better prepared for the next decision.
Explore my work on GitHubHave an idea, a shared challenge, or something you’d like to explore? I’d be glad to hear from you.
Start with a conversation. We can work out the next step together.
[email protected]