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Adrian Hau.

AI Systems Architect · Researcher · Founder

Building AI systems
for better decisions.

I work across AI research and practical tools: understanding model behavior, evaluating claims, and helping people navigate career transitions.

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Several ways to connect

Have a role that needs a researcher who builds? Let’s talk about AI systems, evaluation, research engineering, and applied AI.

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Bring a concrete problem in AI governance, model evaluation, or career transition. We can explore where the work overlaps.

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Explore my published preprints on transformer activation structure, functional anatomy, and strategic-behavior evaluation.

Explore the research

From ideas to working systems

Making model-internal change observable, with evidence and explicit boundaries around the response.

A workspace for exploring career directions, finding opportunities, and organizing a transition while keeping people in control.