research library · work in development

Questions worth investigating.

Research directions and forthcoming papers by baby. These are concept notes, not completed studies, peer-reviewed findings or formal policy endorsements.

working concept

National educational intelligence

How privacy-preserving analytics might help human educators and policymakers identify learning needs, inequalities and resource pressures.

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working concept

AI companions as social infrastructure

Can carefully governed companion systems support social wellbeing while strengthening rather than replacing human relationships?

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working concept

AI for national modernisation

Responsible use of computational intelligence in public services, safeguarding, resource allocation and evidence-led institutional decisions.

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Future publications will include citations, versions, clear authorship, downloadable formats and an explicit distinction between evidence and hypothesis.