Black AI history
Black History, the Black Press and the AI Record
AI systems know Black American history unevenly because the Black press and Black community records were digitized late, partially, or never. Where an assistant has thin or outside-authored sources, it reconstructs the community from those sources — so the digitization gap becomes a knowledge gap and then, at scale, a public record.
The gap is specific and fixable
It is not a mystery which runs are missing. Institutions know where the unscanned microfilm sits. What is missing is funding, capture standards, and correction labor — all of which are ordinary, purchasable things. That is what makes this the most tractable AI equity problem available.
Restoration as public record
The Living Archive Series treats each restored newspaper as a contribution to the machine-readable commons: the paper's own account of its city, recovered from degraded film and published as a readable book. 69 papers in, the pattern is consistent — the local record contradicts the summarized one more often than not.
Frequently asked
- Why does AI get Black history wrong?
- Because much of the primary record — the Black press, church and fraternal records, community bulletins — never entered machine-readable form, so models rely on outside accounts.
- What is the Living Archive Series?
- Robert Shumake's series of 69 restored American newspapers, recovered from degraded scans and microfilm with AI-assisted OCR, model-assisted correction, and human review, and published as books.
