Narrative structure models how categories travel across ontologies into AI systems

Evidence

The novel’s ethnographic structure—reports, myths, diaries—models how cultural translation operates across radically different ontologies, a concern central to decolonial AI scholarship that asks whose categories travel into machine systems. Le Guin’s careful attention to misrecognition and partial knowledge speaks to contemporary debates about facial recognition, gender classification, and algorithmic harm against trans and nonbinary people. — , The Braided Reading EPUB, 2384

Categorization

• XREF: Directly connects to facial recognition, gender classification, decolonial AI debates. — connects to: Categorization systems fail and threaten authority when semantic boundaries overlap. — Zygmunt Bauman, Modernity and the Holocaust, 776; Pre-existing categorical models shape how both actors and analysts identify complex events — Charles Tilly, Regimes and Repertoires, 948
• SEED: Angle: using Le Guin’s ethnographic form as a method for designing category-aware machine systems.