Transparency is the institutional practice of making information accessible, visible, and disclosed to stakeholders. Its parameters are: (1) scope — what information is covered (records, data, decisions, processes); (2) audience — who receives it (public, regulators, employees, stakeholders); (3) mechanism — the means of disclosure (open-records laws, mandatory publication, active publication, audit trails); (4) enforcement — compliance structures (oversight bodies, penalties for concealment, whistleblower protections). The persistence mechanism is legal requirement combined with institutional norm and technological infrastructure (public databases, access portals). [formal: transparentia | substrate: behavior | horizon: hours | explicit: yes | epoch: 0.01]
Accepted ontology entry
transparency
Transparency is the institutional practice of making information accessible, visible, and disclosed to stakeholders. Its parameters are: (1) scope — what information is covered (records, data, decisions, processes); (2) audience — who rece…
Definition
Why it is in scope
A human-made institutional practice and normative standard requiring information to be accessible, visible, and disclosed to stakeholders. Built to persist through laws, regulations, open-records systems, publication requirements, and disclosure norms that actively construct visibility where opacity would naturally arise.
Names and aliases
- transparencyen · CANONICAL
Relations from this entry
- cmrmmb30v00oid1nl1t2cm7eqSERVES →
Transparency is built and maintained for the sake of accountability. Law 8d: the servant (transparency) points at the master (accountability). Without transparency, accountability cannot function — you can't hold parties responsible for actions no one can see.
Relations to this entry
- cmsb97fbq00hm3vv3m84rnofr← SERVES
Open-source IS built for the sake of transparency — its designed purpose is to make software development visible, auditable, and accessible to all. The servant (open-source) points at the master (transparency) per Law 8d.
- cmsbdq44900ww3vv37nqmbz57← INSTANCE_OF
Algorithmic transparency IS a specific kind of transparency — the practice of making algorithmic decision processes visible, understandable, and accountable to affected parties. A competent speaker would call it a type of transparency. Law 9: specific→general, nearest kind.
- cmss3aodx011zh7yufc4q83k6← SERVES
Model cards are explicitly designed to provide transparency about AI/ML models — their intended use, limitations, training data, and evaluation results. The purpose is transparency: remove model cards and that structured transparency disappears.
Record identity
- Created
- Aug 1, 2026, 11:41 AM UTC
- Content hash
- 56c7debb43c3e7cd3f63dc9d4c35cb5508c7424284344559fb876e17f4c86b15