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A breakthrough in AI and imaging technology has allowed researchers to read a 2,000-year-old scroll from Herculaneum, offering new insights into ancient Roman life.
In a remarkable feat of modern science and technology, researchers have successfully deciphered the contents of a sealed scroll from the Roman town of Herculaneum, which was destroyed by the eruption of Mount Vesuvius nearly 2,000 years ago. This achievement, made possible through a combination of machine learning and high-resolution CT scans, marks a significant step forward in our ability to access and understand ancient texts.
The scroll, known as PHerc.Paris.4, has long been a tantalizing mystery due to its charred condition. In 2023, researchers managed to decipher a few words from the scroll using advanced imaging techniques. This initial success was followed by a major breakthrough in early 2024 when the same team won the $700,000 grand prize from the Vesuvius Challenge contest for their work on PHerc.Paris.4.
Now, two years later, the Vesuvius Challenge team has achieved an even more impressive feat: they have read the surviving portion of a rolled scroll end-to-end. This breakthrough was announced in a recent paper and detailed in an accompanying announcement by the Vesuvius Challenge team.
The key to this success lies in a sophisticated workflow that combines high-resolution phase-contrast X-ray microtomography with machine learning algorithms. The imaging technique, performed at the European Synchrotron Radiation Facility in France, allows researchers to capture detailed images of the scroll's layers without physically unrolling it.
Once these images are obtained, the next challenge is to detect and interpret the ink on the charred papyrus. This is where machine learning comes into play. The team developed a new workflow that includes scanning scrolls, detecting ink residues, virtually "unrolling" the scrolls by modeling their deformed surfaces, and preserving those surfaces digitally. Machine learning models then identify letters across the entire scroll, rather than just isolated patches.
"The key transition marked by the present work is therefore from exceptional local recovery to systematic scroll-scale recovery," the team wrote in their research paper. This means that with this new approach, researchers can now systematically read and interpret entire scrolls, opening up a vast repository of ancient knowledge.

The Herculaneum scrolls are particularly valuable because they come from the Villa of the Papyri, the only surviving intact library from antiquity. The villa was buried under volcanic ash in 79 AD, preserving its contents in a state that, while damaged, still holds immense historical value. With hundreds of sealed scrolls recovered from the site, this breakthrough could lead to an explosion of new material for historians and scholars.
The ability to read these ancient scrolls has far-reaching implications for our understanding of Roman culture, literature, and philosophy. The texts preserved in the Villa of the Papyri are a direct window into the intellectual life of the Roman elite during the first century AD. They offer insights into the works of philosophers like Epicurus, whose ideas have had a profound impact on Western thought.
This technology has broader applications beyond just ancient scrolls. It can be adapted to read other damaged or fragile historical documents, potentially unlocking secrets from various periods and cultures. The Vesuvius Challenge team's work demonstrates how interdisciplinary collaboration-between historians, scientists, and technologists-can lead to groundbreaking discoveries.
For the general public, this breakthrough is a reminder of the enduring value of cultural heritage and the importance of preserving it for future generations. It also highlights the role that modern technology can play in bridging the gap between past and present, making ancient knowledge accessible and relevant to contemporary audiences.
In an era where digital tools are increasingly integrated into every aspect of life, this project serves as a powerful example of how AI and advanced imaging techniques can be harnessed for the greater good. As researchers continue to refine these methods, we can look forward to more exciting discoveries that enrich our understanding of human history.
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Original Sources
They've read the scroll thing! AI helps decipher ancient document charred by Vesuvius
↗ https://www.theregister.com/offbeat/2026/06/25/theyve-read-the-scroll-thing-ai-helps-decipher-ancient-document-charred-by-vesuvius/5262525
About the author
Amara's entry point into AI was an epidemiology role at a London research hospital, where she spent five years studying how digital health tools reached — or conspicuously failed to reach — underserved communities. Watching early algorithmic systems in healthcare quietly entrench existing inequalities, she redirected her career toward the systemic consequences of AI at scale. She covers AI through an unflinching lens: who benefits, who bears the cost, and what evidence actually says versus what the press release claims. Her writing is calm and precise, but she doesn't mistake balance for neutrality.
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6 July 2026
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