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One question. Binary test. "Was a human member of the team able to personally review the specific facts of my specific situation?" A minimalist, human-first protocol for demanding individual scrutiny over automated decisions and institutional actions. Calm templates, open-source Python toolkit, and an optional Sovereign Personal Vault.
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.
Formal public update by Peter Kahl investigating governance opacity, undeclared trusteeships, and fiduciary failures at HEPI. A strategic analysis of higher education accountability in the UK.
This essay critically analyses how restrictive communication policies at ACLU Northern California violate fiduciary duties, epistemic justice, and ADA compliance obligations, undermining institutional accountability and public trust.
Comprehensive dissertation by Peter Kahl on epistemic justice in higher education. Develops a fiduciary framework for universities as stewards of the epistemic commons, integrating philosophy, law, and comparative case studies.