01 — Cultural & Linguistic AI

Research into how AI architectures might better accommodate differences between cultural and linguistic contexts rather than treating a single interpretive framework as universal. Work includes semantic routing, culturally contextual retrieval, multilingual systems and experimental approaches to computational interpretation.

02 — Quantum Governance

An experimental research framework for modelling plurality, relationships and intervention in complex decision systems. It does not propose that cultural or institutional systems are quantum-mechanical systems; quantum concepts are used as formal and conceptual resources.

Explore Quantum Governance →

03 — Digital Cultural Objects

Research into digitised cultural objects that can be searched, reproduced, transformed and interpreted computationally, including consequences for cultural authority, provenance, access, restitution and institutional responsibility.

04 — Knowledge & Retrieval Systems

Retrieval-augmented generation and related knowledge architectures for specialised bodies of evidence, including provenance, contextual retrieval, semantic routing and methods for reducing inappropriate generalisation.

05 — Research Infrastructure

Private and local research environments using open-weight models, model routing, retrieval infrastructure and experimental interfaces to investigate system behaviour, privacy, reproducibility and architectural choices.