SFS E: AI-Oriented Ethics (Training and Implementation)

All 16 sets · What is an SFS?

Assess the ethical and accountable practices used to source data, develop, train, test, and prepare AI systems for deployment.

Scope and boundaries

This set covers the provenance and permitted use of training data, documentation of model choices, evaluation of bias and fairness, privacy considerations, and responsibility for approving deployment. Questions should state the intended use, relevant populations, evidence, and acceptance criterion. Ethical findings must remain distinguishable from security controls such as access permissions and protection of training inputs. General engineering practices belong to SFS 7 and SFS 8; behavior and oversight after deployment belong to SFS F.

The sixteen questions

This set has sixteen SF positions, 0–F. Each position is one question, not another set. All questions below are unreviewed placeholders; no assessment result has been recorded.

From questions to a profile

Only reviewed, accepted 0/1 assessments can populate the sixteen-bit set profile. SF 0 is the most significant bit and SF F is the least significant bit. The completed result uses four hexadecimal digits, including leading zeros. There is no completed profile for this draft set.

Read assessment and validation, then encoding. A set profile preserves individual answers; it is not a summed security score.