10 March 2026 The Future is the Product of the Past

Researchers use AI to read words on ancient Herculaneum scroll burned by Vesuvius

Researchers used artificial intelligence to extract the first word from one of the first texts in a charred scroll from the ancient Roman city of Herculaneum, which has been unreadable since a volcanic eruption in AD 79 — the same one that buried nearby Pompeii.

The disaster appeared to have destroyed the scrolls for good, but nearly 2,000 years later researchers have extracted the first word from one of the texts, using artificial intelligence to peer deep inside the delicate, charred remains.

The Vesuvius Challenge, a contest with $1,000,000 (£821K) in prizes for those who can use modern technology to decipher the words of these scrolls, has awarded a 21-year-old undergraduate student at the University of Nebraska $40,000 (£32.8K) for being the first to read a word from one of the ancient Herculaneum scrolls.

Luke Farritor, who is at the University of Nebraska–Lincoln, developed a machine-learning algorithm that has detected Greek letters on several lines of the rolled-up papyrus, including πορϕυρας (porphyras), meaning ‘purple’. Farritor used subtle, small-scale differences in surface texture to train his neural network and highlight the ink.

“When I saw the first image, I was shocked,” says Federica Nicolardi, a papyrologist at the University of Naples in Italy and a member of the academic committee that reviewed Farritor’s findings. “It was such a dream,” she says. Now, “I can actually see something from the inside of a scroll.”



📣 Our WhatsApp channel is now LIVE! Stay up-to-date with the latest news and updates, just click here to follow us on WhatsApp and never miss a thing!!



Charred scrolls from Herculaneum can’t be opened easily, but X-ray scanning can reveal their contents.Credit: UK Photo
Charred scrolls from Herculaneum can’t be opened easily, but X-ray scanning can reveal their contents.Credit: UK Photo

In the Vesuvius Challenge, on 12 October, the organizers announced that Farritor had won the ‘first letters’ prize of $40,000 for reading more than 10 characters in a 4-square-centimeter area of papyrus. Youssef Nader, a graduate student at the Free University of Berlin, is awarded $10,000 for coming second.

The scrolls were discovered in the eighteenth century, when workmen came across the remains of a luxury villa that might have belonged to the family of Julius Caesar’s father-in-law.

To finally see letters and words inside a scroll is “extremely exciting”, says Thea Sommerschield, a historian of ancient Greece and Rome at Ca’ Foscari University of Venice, Italy.

Deciphering the papyri, Sommerschield says, could “revolutionize our knowledge of ancient history and literature”.

Most classical texts known today are the result of repeated copying by scribes over centuries. By contrast, the Herculaneum library contains works not known from any other sources, direct from the authors.

Until now, researchers were able to study only opened fragments. A few Latin works have been identified, but most of these contain Greek texts relating to the Epicurean school of philosophy. There are parts of On Nature, written by Epicurus himself, and works by a little-known philosopher named Philodemus on topics such as vices, music, rhetoric and death. It has been suggested that the library might once have been his working collection. But more than 600 scrolls — most held in the National Library in Naples, with a handful in the United Kingdom and France — remain intact and unopened. And more papyri could still be found on lower floors of the villa, which have yet to be excavated.

Seales and his team spent years developing methods to “virtually unwrap” the vanishingly thin layers using X-ray computed tomography (CT) scans, and to visualize them as a series of flat images. In 2016, he reported1 using the technique to read a charred scroll from En-Gedi in Israel, revealing sections of the Book of Leviticus — part of the Jewish Torah and the Christian Old Testament — written in the third or fourth century AD. But the ink on the En-Gedi scroll contains metal, so it glows brightly on the CT scans. The ink on the older Herculaneum scrolls is carbon-based, essentially charcoal and water, with the same density in scans as the papyrus it sits on, so it doesn’t show up at all.

Seales realized that even with no difference in brightness, CT scans might capture tiny differences in texture that can distinguish areas of papyrus coated with ink. To prove it, he trained an artificial neural network to read letters in X-ray images of opened Herculaneum fragments. Then, in 2019, he carried two intact scrolls from the Institut de France in Paris to the Diamond Light Source, a synchrotron X-ray facility near Oxford, UK, to scan them at the highest resolution yet (4–8 micrometers per 3D image element, or voxel).

Reading intact scrolls was still a huge task, however, so the team released all of its scans and code to the public and launched the Vesuvius Challenge. The deadline for the grand prize is 31 December, and Seales describes the mood as “unbridled optimism”. Farritor, for one, has already run his models on other segments of the scroll and is seeing many more characters appear.

Nature

doi: https://doi.org/10.1038/d41586-023-03212-1

Cover Photo: The first word deciphered in the Vesuvius Challenge is the Greek πορφύρας, meaning ‘purple’.Credit: UK Photo

Related Articles

Archaeologists Unearth 3,000-Year-Old Urartian Murals Hidden in a Mysterious Underground Structure Beneath Garibin Tepe

6 November 2025

6 November 2025

Archaeologists uncover one of the best-preserved Urartian mural complexes deep under Van, Türkiye In the rugged highlands of eastern Türkiye,...

Spectacular Roman Mosaics Unearthed in Thalheim bei Wels: A Unique Discovery in Upper Austria

10 June 2025

10 June 2025

Archaeologists from the University of Salzburg uncovered three exceptionally preserved Roman mosaics during excavations A remarkable archaeological discovery has captivated...

Archaeologists discover a well-planned new urban precinct in the Egyptian settlement of Marea

2 August 2021

2 August 2021

Archaeologists excavating the ancient port settlement and cemetery of Marea in Egypt have revealed that a significant part of the...

One of the Largest Early Medieval Silver Hoards Ever Found in Sweden Unearthed Near Stockholm

13 October 2025

13 October 2025

In an astonishing find that could reshape our understanding of early medieval Scandinavian wealth, a private individual digging for earthworms...

The Lion of Venice was Made in China: : Isotopic Analyses and Stylistic Comparisons Prove it

16 September 2024

16 September 2024

Recent scientific studies have revealed that the famous bronze-winged lion above one of the two columns in Piazzetta San Marco,...

11-Year-Old Discovers 48-Million-Year-Old Turtle Fossil on Public Land in Wyoming, US

13 February 2026

13 February 2026

Located in the western United States, Wyoming is known for its vast open landscapes, national parks, and rich geological history....

Hunting tools Dating Back 1900 Years Found inside a Cave in Querétaro, Mexico

27 January 2024

27 January 2024

Archaeologists from the National Institute of Anthropology and History (INAH) found hunting weapons dating back approximately 1,900 years in a...

2000-years-old Hercules Rock Relief is being Vandalized

17 February 2024

17 February 2024

The 2000-year-old Hercules Rock Relief, located in Deliktaş, approximately 2.5 kilometers northeast of the Iznik district center of Bursa, is...

An amateur archeologist has discovered a Roman war site

1 November 2021

1 November 2021

Thanks to the insistence of an amateur archaeologist, a Roman battlefield in Switzerland has been identified. Shortly before the birth...

A well-preserved lion mosaic discovered in the Ancient City of Prusias ad Hypium

16 November 2023

16 November 2023

Archaeologists found a lion mosaic during excavations carried out in the Ancient City of Prusias ad Hypium. Excavations have been...

‘Holy Grail of shipwrecks’ worth $20 billion in treasure to be raised from seabed

10 November 2023

10 November 2023

A treasure ship described as the “holy grail of shipwrecks” will reportedly be lifted from the sea floor where it...

“Important discovery” showing that the Hittite city of Büklükale close ties with the Hurrian society

21 October 2022

21 October 2022

According to Japanese archaeologists, an ancient clay tablet discovered at the Büklükale ruins in central Turkey suggests that a little-known...

The Oldest and Most Unique Example of the ‘Etrarchic Embracement Motif’ is on Display for the First Time

19 September 2024

19 September 2024

A relief depicting two Roman emperors’ embrace of Diocletian and Maximian during a ceremonial event, each other welcomes visitors for...

Archaeologists may have found the Sanctuary of Samian Poseidon described in ancient texts

11 October 2022

11 October 2022

During excavations in the foothills at the ancient acropolis of Samicum in Greece, archaeologists may have found the sanctuary of...

Rare Astrolabe Discovered in Verona Sheds Light On Islamic, Jewish, and Christian Scientific Exchange

6 March 2024

6 March 2024

An eleventh-century rare astrolabe bearing Arabic and Hebrew inscriptions was recently discovered in a museum in Verona, Italy. It dates...