Research and data utilities for structured finance, machine-readable law, orbital infrastructure, law-of-the-sea governance, and the space economy.
Clean, provenance-tracked datasets, legal corpora, orbital registries, and AI benchmarks for financial, space, high-seas, and ocean-governance infrastructure.
A live registry assigning permanent identities to catalogued orbital objects and resolving active satellites to operators, corporate status, and responsible-state attribution.
A provenance-first, machine-readable record of international and national space law, with official sources, content hashes, dated version history, and a HF dataset for downstream AI workflows.
An open, neutral, machine-readable corpus of deep seabed mining law — UNCLOS, the ISA Mining Code, and the US regime — with official-source provenance and a HF dataset for AI and legal-informatics workflows.
An open, provenance-first corpus of the 2023 High Seas Treaty and its UNCLOS legal framework, with official-source provenance, SHA-256 hashes, authentic-language coverage, and a HF dataset.
An ML-ready dataset of UK company filings parsed from Companies House iXBRL accounts and normalised across UK GAAP taxonomies.
A free, open-source Claude/Cowork plugin and local SEC EDGAR connector for loan-level analysis of US ABS and CMBS deals — contributed to Anthropic’s financial-services repository.
A benchmark testing whether frontier and open-weight LLMs can read UK company accounts, and what that means for data defensibility.
Working papers, research summaries, and strategic notes across structured finance, tokenisation, geopolitical strategy, and financial infrastructure.
A research note and benchmark write-up testing whether frontier and open-weight LLMs can extract reliable information from UK company accounts — and why clean, verified data remains the scarce asset.
A systems framework for AI, Energy, and Financial Sovereignty. Why the "Techno-National Organism" is the new unit of geopolitical power.
ESR captures how overlapping election cycles across allied democracies can temporarily slow coalition decision-making during crises. While military and institutional continuity persists, the authorisation of escalation-capable actions becomes more fragile, increasing SDL at precisely the moments when speed matters most.
An Australian-compliant model for issuing RMBS on-chain, prioritising the Corporations Act and APS 120.
Analysis of recent ASIC guidance supporting digital asset innovation and clarifying custody obligations.
Mapping the new "Tokenised Custody Platform" (TCP) legislation to the Smart SPV architecture.
ASIC December 2025 Class Relief and Tokenised Securitisation.