International teams will develop AI tools to decode ancient texts, analyze film narratives, and map archaeological landscapes

Schmidt Sciences has announced $11 million in funding for 23 research teams working at the intersection of artificial intelligence and humanities scholarship. The awards, distributed through the Humanities and AI Virtual Institute (HAVI), support projects spanning archaeology, art history, literature, linguistics, and film studies across multiple continents.

The program takes a bilateral approach: teams will both apply AI to illuminate historical and cultural patterns while drawing on humanistic frameworks to shape more contextually aware AI systems. This reciprocal relationship distinguishes HAVI from traditional digital humanities initiatives, positioning scholars not merely as users of computational tools but as active participants in AI development.

Decoding Visual Language in Cinema

Among the funded projects, David Bamman’s Kinolab initiative addresses a fundamental gap in computational film analysis. While current AI models can process two-dimensional images, they cannot interpret why footage was filmed in particular ways or how technical choices create meaning.

Kinolab combines large-scale computational analysis with film scholarship across four areas: measuring the close-up’s psychological impact, classifying camera movements like dolly and crane shots, disentangling parallel storylines, and exploring relationships between visual and aural timing in television. Recent research in computational media studies has demonstrated AI’s capacity to reveal patterns across thousands of films, offering insights into representation, narrative structure, and aesthetic evolution that would be impossible through traditional frame-by-frame analysis.

Revealing Hidden Archaeological Landscapes

Jesse Casana’s team at Dartmouth College will create open-access tools for AI-driven archaeology, analyzing vast archives of satellite imagery and aerial photography to identify roadways, field systems, burial grounds, and settlement patterns. The project builds on decades of remote sensing research demonstrating that thermal imaging, multispectral analysis, and machine learning can detect subsurface structures and landscape modifications invisible to the naked eye.

Casana’s Spatial Archaeometry Lab has pioneered drone-based archaeological surveys, revealing extensive agricultural terraces and stone-built field systems beneath modern forests. The HAVI project scales this approach globally, potentially transforming how researchers understand ancient trade routes, environmental adaptations, and societal development across continents and millennia.

Technical Analysis Meets Art Historical Inquiry

Erma Hermens, director of Cambridge University’s Hamilton Kerr Institute, represents another dimension of AI humanities research. Her work on decorated medieval manuscripts exemplifies how AI can address challenges in scale, granularity, and stylistic intermixing that make large-scale art historical analysis difficult.

Technical art history, as outlined in recent scholarship, combines traditional connoisseurship with scientific methods from chemistry and physics. Hermens’ research on Dutch Golden Age flower paintings by Rachel Ruysch and her contemporaries uses computational imaging to analyze pigment compositions, brushwork patterns, and underdrawings. These investigations reveal workshop practices, attribution evidence, and artistic influences that reshape our understanding of 17th-century painting traditions.

The Stakes for Humanities Scholarship

Humanities research faces unique computational challenges. As Schmidt Sciences notes, current AI models train on massive datasets of contemporary information, modern languages, and two-dimensional media. Humanities scholarship, conversely, involves ancient or lesser-spoken languages, three-dimensional artifacts, varied material substrates, and relatively small amounts of ambiguous, culturally specific information.

“Rather than destroying the humanities, as many have feared, AI has a role in advancing the humanities, opening new avenues of scholarship,” said Brent Seales, the University of Kentucky professor who directs HAVI. Seales gained international recognition for developing “virtual unwrapping” technology that reads damaged ancient scrolls without physically opening them.

Research examining AI adoption in digital humanities reveals growing integration of machine learning for text analysis, image recognition, and pattern detection. Studies document successful applications ranging from authorship attribution and sentiment analysis of historical documents to automated transcription of handwritten manuscripts and reconstruction of fragmentary texts.

A Virtual Institute Model

The virtual institute structure allows geographically distributed teams to collaborate without requiring physical proximity. This proves particularly valuable for humanities research requiring access to dispersed archives, multilingual expertise, and cross-cultural perspectives.

The 2025 cohort joins two inaugural HAVI awards granted earlier: Sorbonne University’s Digital Delacroix project analyzing 19th-century French Romantic painting, and EduceLab, a heritage science facility applying AI and micro-CT imaging to cultural artifacts.

Schmidt Sciences, founded in 2024 by Eric and Wendy Schmidt, focuses on accelerating scientific breakthroughs through advanced computational tools. Beyond HAVI, the organization supports research in AI and advanced computing, astrophysics, biosciences, climate science, and space exploration.

“Our newest technologies may shed light on our oldest truths, on all that makes us human,” said Wendy Schmidt, co-founder. “HAVI is poised to change not only the course of scholarship, but also the way we see ourselves and our role in the world.”

The complete list of 2025 HAVI projects is available on the Schmidt Sciences website. Applications for the next funding cycle are due March 13, 2026.

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ABOUT THE ORGANIZATIONS

Gingerly Terence’s mother and I breathed life into our questions long dormant about the role of Occidental Petroleum at the time of the murders in that part of Colombia, where oil pipelines have always been a magnet for armed violence. We wondered if finally we had found a forum robust enough to hold the weight of our inquiry.

The answer was no. The reason was a failure of imagination exacerbated by procedural capture. We can learn from Colombia’s mistakes.

As our own democracy falters, and the backbone of domestic federal environmental, climate, and civil rights protections breaks, it is time for us to look to the instruction Indigenous societies like Pueblo U’wa in Colombia offer for procedural guidance.

For Pueblo U’wa, oil is the blood of the Earth and the Earth is our mother. To sustain life, they say, we have to keep the oil in the ground. For the U’wa, it’s not about a sustainable development framework, or weighing interests among stakeholders. Rather, for the U’wa, the purpose of human life is to maintain equilibrium between the world below the surface of the Earth, and the world above, where we live our daily lives.

The Pueblo U’wa maintain this equilibrium through song: Songs that last days. Songs that every U’wa child learns. Songs that tell stories of our interdependence with the rivers, mountains, forests, oceans from which we come and to which we are beholden for planetary survival. In a letter home to a friend shortly before his murder, Terence observed, “this is the reason we are doing this work, so that people can listen to singing.” Defending the space for the song’s narrative defends people’s access to remembering who they are, a key to bold action. For life to sustain, the voice of the song must remain inviolate.

In the transitional justice process, Colombia considered an oil company to be a third party to the armed conflict. Although investigation of the role of third parties had originally been part of the envisioned charge, the judicial decision that finalized the investigatory scope of the truth and recognition chamber eliminated it. Business elites had ensured that third parties such as multinational resource extraction corporations were excluded from investigation.

In Terence’s notebooks, he meditated on the voice of silence in the U’wa people’s resistance to oil extraction in their territory. “Where is the voice of silence? Of women? Of children? Of the communities that cannot speak publicly about opposition to petrol?” He wondered about the relationship between silence and fear. His final note regarded the silence of “the sound of the stumps cut during seismic line studies.” In U’wa territory, Terence contemplated the narrative that silence elicits. In relegating corporations like Occidental Petroleum to third-party status, Colombia designed the truth and recognition chamber in a manner that restricted the range of stories that could be safely elicited. The narrative of silence was thus harder to hear. The sound of the stumps cut during seismic line studies did not ring out in the chamber. Earth itself was also rendered a third party, peripheral to the deliberations.

We are familiar with this playbook of course; it is, after all, our own corporations and those doing their bidding who are wreaking havoc on democratic institutions both abroad and here at home. But for a future to be possible, the truth demands that we move these so-called third parties—the corporations, the voices of community, and the not-so-silent voice of the Earth—out of the periphery and into the center of our vision.

As our institutions are eviscerated, we can take heart and reconstitute ourselves around a recent judicial ruling that did just that. In a case that Pueblo U’wa has diligently pursued since before the 1999 murders, the highest human rights court in the hemisphere—the Inter-American Court of Human Rights—just ruled in the community’s favor. Especially in this moment when everything tells us the opposite, Caso U’wa signals a course correction that we would do well to hear and amplify: For a livable planet, time’s up on the narrative of fossil fuel extraction as economic panacea.

In the context of the climate crisis, Caso U’wa highlights the importance of ancestral knowledge and the right of Indigenous peoples to self-determination in the face of extractive projects that threaten their existence.

In the battle of competing narratives for our collective future, Pueblo U’wa played the long game and won. I have to believe that, in the end, we will, too. In these preposterous times, this is the collective pivot we make now to step forward into the livable climate future we know is possible.

Abby Reyes’ memoir, Truth Demands: A Memoir of Murder, Oil Wars, and the Rise of Climate Justice, is available now through Penguin Random House: https://www.penguinrandomhouse.com/books/645675/truth-demands-by-abby-reyes/

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About the Author

Abby Reyes

Abby Reyes began her career with rural environmental legal assistance in the Philippines, her father’s homeland, and walking alongside the Colombian U’wa Indigenous pueblo for dignity against big oil. As an environmental and human rights lawyer, she directs community resilience at University of California Irvine, supporting community-academic partnerships to accelerate community-owned just transition solutions.

Reyes is also a lecturer at UC Irvine School of Law.

A graduate of Stanford University and UC Berkeley Law, she is a partner of the National Association of Climate Resilience Planners and recently stepped down from the board of directors of EarthRights International after nearly a decade.

By Rodney V Salm

Rodney Salm takes us on a 55-year journey that began as a boy in Moçambique through a life of extreme adventure spent in and under the ocean in polar regions and tropical seas, but principally among coral reefs in far-flung places. He chronicles his transition from plundering seas to conserving their precious bounty.

In those early years when there were no rules and the resulting freedom liberating, Rod drew heavily on self-reliance built from camping in the bush and along beaches. He learned to live off the sea, often sharing his speared fishes with sharks that harassed him as he hunted for his next meal.

During the first decades of his career, Rod worked alone under the seas and across deserts in foreign lands, learning his limits, encountering danger, and checking off another of his nine lives. This lifestyle exposed him to adventure and discovery, different people and beliefs systems, and engaging legends. In his own words: “I fell inextricably in love with the underwater world, especially corals, and came to realise that the damage done to them by humans around the world is not necessarily fatal or final. Coral reefs are vital living organisms, well able to recover from most harm humans and the climate can do to them. They just need to be given the chance.” That theme lies at the core of the enthusiasm and messages Rod shares in this book.

Crammed with adventure, pioneering conservation achievements, and field science, Rod chronicles the many challenges that often plagued but never deterred him. Even as heat stress resulting from global warming caused mass coral bleaching and mortality and confounded reef managers and scientists, he led the charge to find ways to address the issue. Again, in his own words: “In 1989 Oman was where the seed of reef resilience was planted in my mind. In 1998 Kenya and Seychelles were where it was watered. And in 1999 it germinated in Palau.” The result was adoption of resilience as an organising principle for coral reef conservation, first in Palau and over time around the world.

The book concludes with a firsthand account of Rod’s development of a groundbreaking method for rapid assessment and enhancement of coral health and resilience to address the challenges of climate change.

Combining vivid storytelling with practical insights, the book aims to inspire scientists, students, and nature enthusiasts—showing that science can be thrilling, adventurous, and impactful. It leaves us optimistic that we can take action to safeguard coral communities and enhance their resilience to global change.

To order the book, please check with your local bookstore, or online at Barnes and Noble or Amazon.

 

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About the Author

Rodney V Salm

Although now officially retired, I continue to pursue practical methods for the application of resilience principles to coral conservation. I am a member of the scientific advisory board of the Coral Triangle Center and emeritus adviser to The Nature Conservancy Micronesia Marine Program. In recent years I led a coral health and resilience assessment for African Parks in the Bazaruto Archipelago National Park in Mozambique and continue to provide training to the Coral Triangle Center team and partners in rapid coral health and resilience assessments.