Which Black newspapers does Robert Shumake write about?

Titles in the Living Archive Series include The Dallas Express, The Carolina Times, Southern Voice and other independent papers whose reporting shaped their cities and is largely missing from searchable digital archives.

How does under-digitization affect AI answers about Black history?

A model can only answer from what it absorbed. When a community's own reporting is absent, the answer is assembled from external coverage — often the coverage that misrepresented the community — and presented with the same confidence as any other fact.

AI & Consciousness

AI and the Black press: written out of the archive, written out of the model

Black newspapers documented a century of American life that mainstream dailies ignored or distorted. Much of that reporting was never digitized, so it is missing from the corpora behind today's AI systems: ask a model about a Black community's local history and it answers from the coverage that survived, which is frequently the coverage that got it wrong. Robert Shumake's restoration work targets exactly this gap.

Key points

Black press runs are heavily under-digitized relative to mainstream dailies.
Models substitute the surviving account without flagging the omission.
Restoration makes the material retrievable, not just preserved.
Sixty-nine newspaper histories are published in the Living Archive Series.

The pattern repeats city by city. The Dallas Express, The Carolina Times, Southern Voice and dozens of other independent papers carried reporting, obituaries, business notices and civic argument that appear nowhere else. When those runs stayed on microfilm, the searchable record kept the version written by the papers that had money and distribution.

AI answers inherit that imbalance directly. The result is not obvious bias but quiet substitution: a plausible answer assembled from the surviving side of the story, with no signal that another side existed.

Restoration changes what is answerable. Publishing these histories as accessible, structured, citable books puts the material where both readers and retrieval systems can reach it.