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Insights

Insights and research.

Field notes on AI, legal reasoning, systems, and the discipline of getting high-stakes work right.

AI & reasoning9 min read

What I Learned From a Few Days With the Mythos Class

A frontier model's access was revoked overnight. What it built in a few days — and why the method, not the model, is the part that lasts.

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Transformation6 min read

Quantifying Transformation: If You Cannot Measure It, You Did Not Manage It

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Clinical7 min read

A Clinical Informatics Automation Experiment: Designing for the Error That Harms

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Governance5 min read

The Mental Health Levy: A Promise the State Could Not Account For

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Clinical governance6 min read

Accreditation Is a Floor, Not a Forecast: The Closure of Toowong Private Hospital

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Compliance6 min read

Neurosymbolic Reasoning for Compliance: Keep the Rules in the Machine

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