See public research outputs: Publications.
Gentian — inference architecture
SRAM-first architecture for long-context transformer inference on commodity silicon. The research programme studies physical state placement, bounded-latency serving architecture, and commodity-tile scaling beyond HBM-centric accelerator packages. Architecture manuscript in preparation.
Nidus — externalised reasoning for AI-assisted engineering
Governance runtime that mechanises the V-model for AI-assisted engineering. Requirements, architecture, traces, proofs, and evidence live in a single decidable artefact verified on every mutation before persistence; engineering discipline becomes a structural property of the system rather than a behavioural property of the model. Public preprint on arXiv.
Technical notes on knowledge systems
Knowledge systems as dissipative structures in Prigogine's sense. The physics underneath an inference substrate.