Schmidt Sciences HAVI · 1 of 23 Worldwide

Archival Intelligence

Rescuing New Orleans' Endangered Cultural Legacy

New Orleans' cultural archives — newspapers, sheet music, personal letters, photographs, and early recordings documenting the birth of jazz — are deteriorating in under-resourced institutions. Many exist only in fragile physical form. Without intervention, this irreplaceable record of one of America's most significant cultural contributions will be permanently lost.

Archival Intelligence is an independent research initiative supported by Schmidt Sciences’ Humanities and AI Virtual Institute, with research conducted in collaboration with Kenyon College, Berklee College of Music, Louisiana State University, and other partners.

Led by Katherine Elkins and Jon Chun, Co-Principal Investigators, the interdisciplinary initiative brings together artificial intelligence, archival research, cultural history, language preservation, museum and library systems, and human-centered design. It was one of 23 teams selected worldwide. The Human-Centered AI Lab, a 501(c)(3) nonprofit research organization co-founded by Elkins and Chun, is the broader research organization connected to the work.

Current work includes Louisiana French and other multilingual materials from New Orleans archives, with attention to language preservation, recognition, and cultural context.

Photo: Louisiana State Museum.

Front page of The New Orleans Daily Democrat, April 28, 1878, with a dense multi-column layout
The New Orleans Daily Democrat, April 28, 1878. Representative historical New Orleans material—not a project holding. Library of Congress, Chronicling America. Public domain. View source →
$330K HAVI award
18 months
1 of 23 teams worldwide

New Orleans archives · Multimodal AI · Language preservation · Community governance

The archive is more than an image

A page like this carries the material problems the project studies: uneven printing, dense layouts, aging paper, historical vocabulary, and relationships that cannot be recovered through OCR alone.

Our approach

Preservation moves from material recovery to decisions about context, authority, and reuse. See the full preservation pipeline →

Recover the material

Damaged newspapers, letters, sheet music, photographs, and recordings.

Recover the language

Louisiana French, Kouri-Vini, historical spelling, code-switching, and underrepresented language varieties.

Recover the context

Provenance, metadata, historical relationships, and cultural meaning.

Decide what happens next

Access, permissions, community authority, and responsible reuse.

Preservation is not only a technical problem

Nous Foundation

Archival Intelligence is developing work with Nous Foundation around the Francophone and Creolophone dimensions of the project, including Louisiana French and Kouri-Vini, community knowledge, stewardship, and cultural context.

Open Heritage

Archival Intelligence has signed onto the Open Heritage framework, aligning the project with principles of access, cultural sensitivity, community participation, stewardship, and data sovereignty.

Get involved

Have an archive at risk?

Talk with us about preservation challenges.

Work on archives, museums, or cultural AI?

We welcome research and institutional conversations.

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