Exploring the undercover world of AI.

Experiments, ideas, hacks (the good kind) — all in one lab.

Step Into the Lab What is this?
Brain in a jar
A stylized brain suspended in a glass jar.

Lab Manifesto

This isn’t your average AI site. It’s a playground for experiments, leaks, and ideas that don’t fit in the mainstream — where security meets creativity.

Frank Williams — Chief Experimenter. CISO & AI tinkerer. Building secure, useful, and occasionally mischievous intelligence.

$ whoami
frank@undercover.ai

$ motto
"AI you can trust — and have fun with."

Current Experiments

AI Threat Visualizer

Live anomaly patterns with playful explanations.

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RAG Security Hub

Blueprints for safe, auditable retrieval-augmented systems.

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Adversarial Prompt Lab

Break (and fix) prompts. Learn guardrail design by doing.

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AI Cyber Art

Neon art pieces generated from threat narratives.

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View All Experiments

Insights from the Lab

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No spam. Just experiments and AI secrets.