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FreeResearch Paper
Technology & Ethics

Multimodal datasets: misogyny, pornography, and malignant stereotypes

What it is

Abeba Birhane, Vinay Prabhu and Emmanuel Kahembwe audit the LAION-400M dataset used to train popular image models and document the racist, misogynistic and non-consensual material inside it.

Why I recommend it

The paper to read before anyone tells you a model is fine because the data was "publicly available". Free in full on arXiv.

Topics

Added Sep 19, 2026 · 0 opens