Algorithmic Transparency
What is Algorithmic Transparency?
The practice of making the logic, data, and decision processes of algorithms understandable and accessible to affected parties.
Terms that appear alongside algorithmic transparency
Each of these is named in at least one of the same controls as algorithmic transparency. The number is how many controls name both.
- transparency 7 shared controls
- explainability 3 shared controls
- compliance 2 shared controls
- governance 2 shared controls
- nist 2 shared controls
- eu ai act 2 shared controls
- audit 2 shared controls
Frameworks that govern algorithmic transparency
What the standards actually require on algorithmic transparency
Requirements naming algorithmic transparency across 5 standards, quoted from the control text.
Clause 9 establishes transparency and communication. Per public IEEE 7000-2021 abstract + Wikipedia + academic literature (full IEEE text NOT reproduced): transparency throughout VBE process + transparency artifacts including: system documentation (purpose + s...
IEEE7000-Transparency-Communication-Documentation-ExternalReview-Audit · IEEE 7000 Clause 9 - Transparency + Communication + Process Documentation + External Review + Third-Party Audit + AI Documentation + Algorithmic Transparency + User Notification →Information about how recommender systems and algorithms operate and their potential impact on content exposure, particularly for children.
UKOSA-TR-03 · Algorithmic Transparency →FERPA implementation status as of 2026. STATUTORY + REGULATORY BASE: 20 USC 1232g (Family Educational Rights and Privacy Act of 1974 - the Buckley Amendment) implemented by 34 CFR Part 99 with FINAL RULE revisions in 1988 + 1995 + 2008 + 2011 (major revisions...
FERPA-Status · FERPA Implementation Status, 2024-2025 Guidance and AI/Cloud Trends →Brazil LGPD Article 18 Data Subject Rights (Direitos do Titular) - 9 enumerated rights (BRAZIL-SPECIFIC LIST): (I) Confirmation of Existence of Processing (Confirmacao da existencia de tratamento) - to know if data is being processed;
LGPD-BR-Data-Subject-Rights-Article-18-Confirmation-Access-Correction-Anonymization-Portability-Revoke-Sharing · Brazil LGPD Data Subject Rights + Article 18 + 9 Rights + Confirmation + Anonymization →Adhere to OECD AI Principles Section 1.3 (Transparency and explainability). AI actors should commit to (a) transparency and responsible disclosure regarding AI systems to foster understanding of AI systems + make stakeholders aware of their interactions with A...
OECDAI-2 · Transparency, Explainability, and Public-Facing Disclosure →Questions people ask about algorithmic transparency
What is Algorithmic Transparency?
Why is Algorithmic Transparency important for compliance?
Which compliance frameworks address Algorithmic Transparency?
Where can I learn more about Algorithmic Transparency?
See how Algorithmic Transparency applies across compliance frameworks
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