Research.
Original work on how AI governance holds in regulated organisations: one flagship programme, long-form articles, an open thought experiment and working instruments. Financial services is the proving ground; each piece states what generalises.
Flagship programme
Recently published
All articles- AI in Third-Party Risk Management: What It Automates, and What It Cannot article
- Deterministic Work Belongs Either Side of the Model Call article
- Model Drift, Performance Regression and Versioning: Telling Them Apart article
- LLM Governance: What It Actually Means Operationally article
- Prompt Injection and System Prompt Hardening: What Actually Works article
Projects
All projects- Responsible AI by design Research programme
- Live · Twelve domains that must hold true, and an eight-stage lifecycle that proves it.
- Minimum Humans to Run a Bank Thought experiment
- Live · Can a small human core govern a UK-regulated retail bank run by AI agents?
- ASD-STE100 Simplified Technical English Instrument
- Live · Controlled language for LLM output, checked rule by rule.
- craft-a-bot Repository
- Alpha · An agentic LLM builder and test environment, built like a construction toy.
- Algorithmic Impact Assessment Tool Instrument
- Live · A working Algorithmic Impact Assessment tool, not a template of one.
- Model-Card Repository
- Live · One YAML source of truth, four synchronised model card formats.
Contents
- Articles Long-form analysis, argued and sourced.
- Thought Experiment Can a small human core govern a UK-regulated retail bank whose work is done by AI agents?
- Projects Programmes, instruments and public code, each with governance notes.
- News Regulatory and standards developments, with what each one changes.
- Learning Ordered paths through the library, scoped to an audience.
- Industries The library assembled for one sector, starting with financial services.
Axiom Verity is an independent, non-commercial research lab for AI governance, safety, security and compliance. Nothing here is sold or offered as a service. Views are the author's own. Independence statement