Section 01 — Testimonial Injustice
The discounted witness
Vignette. A patient repeatedly tells her doctor her pain is severe and unusual. The doctor records her as "anxious" and prescribes a low-dose sedative. Months later, an imaging scan reveals a condition that would have been obvious had her reports been treated as data. The doctor was competent and well-trained.
Section 02 — The View From Nowhere Audit
Whose somewhere was this?
Early pain research. Twentieth-century pain research was conducted predominantly on young white male subjects, then generalized as 'human' pain response. Findings shaped dosing guidelines for everyone.
Section 03 — The Hermeneutical Gap
Experience without a name
Before "sexual harassment" entered shared vocabulary in the 1970s, women had the experience — but the conceptual resource to articulate it, to themselves and others, did not exist in dominant discourse. The harm was real and linguistically invisible. What experiences today might be in that pre-articulate state? And what does this mean for AI systems trained on existing corpora — corpora that necessarily reflect the conceptual gaps of their era?