AACF
Governance & Accountability ยท GOV-09

Public transparency about AI use

The organisation publishes information about how and why it uses AI, to the extent its obligations and public role require, and keeps it current.

Why it matters

Public bodies are expected to explain how they use algorithmic tools, and some are required to. Openness also builds trust and catches problems early, because people outside the organisation can see and question what it does.

Levels
0 AbsentConfirmed absent: the evidence shows nothing is in place. Not known is recorded as insufficient evidence, not 0.
1 InitialNo public information about AI use.
2 DevelopingSome information is published, for example a statement or a single record, but it is incomplete or out of date.
3 DefinedDecisions on what to publish about each use of AI are recorded, required records and registrations are completed and kept current, and sensitive communications are cleared.
4 ManagedPublication is checked against the AI inventory for completeness, and public questions and feedback are tracked and answered.
5 OptimisingTransparency is used as a design input: uses of AI are shaped so they can be explained publicly from the start.
Level 3 criteria

Level 3 is met when every applicable criterion is met. Criteria marked with an overlay apply only to organisations with that characteristic (overlays).

  1. GOV-09.1 For each AI inventory entry, a recorded decision states whether a transparency record must be published, judged against the criteria that apply, and why.
  2. GOV-09.2 Transparency records are published in the required format for all in-scope uses of AI. PUB
  3. GOV-09.3 Each published transparency record has a named owner and a review cycle. PUB
  4. GOV-09.4 Transparency records are updated when a use changes materially or is retired. PUB
  5. GOV-09.5 Each transparency record is checked through information access and security routes before release, with the reason recorded for anything withheld. PUB
  6. GOV-09.6 Any registration the law requires for a use of AI is completed before the use starts. HIR
  7. GOV-09.7 For each use of AI, a recorded decision states whether its impact assessments are published, and why.
  8. GOV-09.8 External communications about sensitive uses of AI are cleared through a designated route.
Assessment questions
  • Which of your uses of AI are you required, or choose, to publish information about?
  • Is what is published complete and current against the AI inventory?
Evidence an assessor would expect
  • Published transparency records or statements
  • Reconciliation of published records against the inventory
  • Registration records where the law requires them
  • Publication decisions with reasons, update records, and pre-release checks showing reasons for anything withheld
How to reach Level 3
  1. Find out which transparency obligations and formats apply, and for each inventory entry decide against those criteria whether a record must be published, recording the reason.
  2. Complete any registration the law requires before the use starts, and give each published record an owner and review cycle.
  3. Check each record through information access and security routes before release, recording the reason for anything withheld, and update records when a use changes materially or is retired.
  4. For each use, decide whether its impact assessments are published and record the reason.
  5. Set up a designated clearance route for external communications about sensitive uses of AI.

Common pitfalls

  • Publishing records once and leaving them out of date as uses change.
  • Withholding information without recording why, which cannot be defended if challenged.

Starter artefacts

  • Publication decision log per inventory entry
  • Transparency record template in the required format
  • Pre-release check and clearance procedure
Ownership and sequence
Accountable
executive sponsor
Contributors
ai governance lead, business owner
Depends on
GOV-06
Roadmap step
4
Lifecycle
deploy, operate, retire
Cross-references
AI Cyber Security Code of Practice10.1 partial
Algorithmic Transparency Recording StandardTier 1 Summary information partial; Scope mandatory organisations partial; Scope tools in scope direct; Scope timing and updates direct; Scope exemptions direct
EU AI ActArt 26(8) partial; Art 49(3) direct; Art 50(4) partial
GDS AI PlaybookP7 partial
ISO/IEC 420017.4 partial; A.6.2.7 partial; A.8.2 partial; A.8.5 partial
JSP 936 Part 1para 64 partial; para 95 partial; para 107 partial
MITRE AI Maturity ModelP1.2 partial; P2.3 partial
NIST AI 600-1R8 partial
NIST AI RMF 1.0GOVERN 4.2 partial; MEASURE 2.8 partial
UK Data and AI Ethics FrameworkTransparency 1 partial; Transparency 3 direct; Transparency 4 direct; Transparency 7 direct; Accountability 6 direct; Fairness 4 partial; SAT 2.3 partial; SAT 3.6 direct; SAT 4.7 direct; SAT 4.11 partial
UNESCO AI Maturity Framework5.5 partial

direct: this control at Level 3 meets the item. partial: it covers part of it.