The Ethics Engine
A methodology to evaluate AI models using validated psychometric frameworks — giving organizations an empirical, repeatable way to assess the behavioral tendencies of the models they're trusting with their work. Published at UKICER 2025.
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Most organizations choose AI tools based on marketing. We built a methodology to evaluate them using validated psychological instruments — the same psychometric frameworks applied to humans, now applied at scale to large language models. The Ethics Engine gives organizations something they've never had before: an empirical, repeatable way to assess the behavioral tendencies of the models they're trusting with their work.
Being able to evaluate these models at all was the hard part. Doing it at scale is what makes it useful. This research was also presented at UKICER 2025 under "AI Workflows: Honest, Transparent, Reusable Work" and formed the basis of the AI governance briefing at the Academy of International Affairs NRW.
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