Loopwork System

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Research writing, methodology, and analysis — applying clinical causality assessment to the bidirectional interaction between humans and AI systems.


2026

Why Clinical Methodology Belongs in AI Safety

Adverse event causality assessment — the backbone of pharmacovigilance — offers AI safety research a rigorous, field-tested methodology for attributing outcomes to system behavior. Here's why it matters.