Why it matters in practice
Accountability turns broad principles into named duties across developers, operators, business owners, and oversight teams. Clear records help an organization answer questions about a model’s purpose, data, approvals, and observed behavior. The term describes an organizational practice, not a guarantee that a system will produce fair or correct results.
Example
A product team names an owner for a recommendation model and documents who reviews a complaint about an unexpected recommendation.
Educational note
This definition is general information, not legal advice. It may omit facts that matter to a specific situation and does not establish or guarantee compliance.