The Burgess Principle — a binary institutional accountability standard. One question: was a human mind with proper authority individually applied to the specific facts of this specific person’s case? SOVEREIGN or NULL. UK Certification Mark UK00004343685. Maintained by The Burgess Principle Limited (Co. 17199287). MIT licence.

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AI-powered Reasonable Adjustment Companion grounded in The Burgess Principle. Privacy-first tool for generating legally-grounded messages for ADHD, autism & hidden disabilities under Equality Act 2010 / ADA.

See where you stand. Mirror is a local-first personal sovereignty toolkit that adapts to any user, any situation, any institution. Tell it what happened in your own words — it maps your rights, generates the one question that matters, and gives you the next step. Built on the Burgess Principle. MIT licensed.

Press release on legal warnings issued to Universities UK, Advance HE, GuildHE for fiduciary breaches and governance failures in UK higher education sector.

Open-source AI governance framework for UK HR/recruitment AI providers. UK GDPR, DPA 2018, Data (Use and Access) Act 2025, Equality Act 2010. CC BY 4.0.

Proxy discrimination auditing for insurance pricing — FCA EP25/2, Consumer Duty, bias metrics