20 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

Female pharaoh’s temple reveals teamwork of Egypt’s ‘ancient masters’

18 November 2021

18 November 2021

Despite the widely acknowledged monumentality and durability of ancient Egyptian sculpture, carved reliefs, and paintings the makers of these works...

Ancient necropolis of stillborn babies and very young children found in Auxerre, France

8 June 2024

8 June 2024

A team from INRAP, France’s national archaeology and preservation agency, unearthed a necropolis dedicated to stillborn and very young children...

A courtesan ‘hetaira’ tomb was discovered in a burial cave during excavations in Via Hebron

27 September 2023

27 September 2023

During excavations in the Via Hebron in Jerusalem, a burial cave containing the tomb of a courtesan (hetaira in Ancient...

Incredibly Rare Tyrian Purple Discovered at Carlisle Roman bathhouse

5 May 2024

5 May 2024

A rare archaeological object – thought to be the only one of its type in the former Roman Empire –...

U.S. Customs and Border Protection Officers Intercept 4,000-Year-Old Bronze Age Swords Linked to Iran’s Talish Mountains

28 February 2026

28 February 2026

Officers with U.S. Customs and Border Protection (CBP) recently uncovered a remarkable piece of ancient history at the Port of...

From Justinian’s Glory to Ruin: The Last Stand of Montenegro Triconch Church

10 August 2025

10 August 2025

In the heart of Bar, just off the bustling Ulica Maršala Tita, lie the weathered remains of the Triconch Church...

A 1000-year-old Viking silver treasure found in Sweden

31 October 2022

31 October 2022

Archaeologists have discovered a 1,000-year-old silver Viking treasure at Täby, Viggbyholm, outside of Stockholm. The treasure was found during an...

Unprecedented 1800-year-old marble bathtub recovered in Turkey

23 April 2022

23 April 2022

The 1800-year-old marble bathtub, which was seized when it was about to be sold by historical artifact smugglers in Aydın’s...

45,000 years ago, Neanderthals in the Swabian Jura used complex tool-making techniques

13 September 2021

13 September 2021

Findings that will change our perception of Neanderthals’ sophistication A team from the University of Tübingen have proved that Middle...

A Mysterious Sand Layer Beneath an Ancient Assur Temple: A Unique Discovery in Northern Mesopotamia Rewriting the Origins of the Goddess Ishtar

27 January 2026

27 January 2026

A groundbreaking archaeological discovery in northern Iraq reveals that a mysterious layer of sand beneath an ancient temple may reshape...

Roman ‘ritual center’ discovered in England

12 January 2023

12 January 2023

Archaeologists from have discovered a Roman ritual centre during excavations near Northampton, England. The find was made by the Museum...

Hidden Royal Trove of rulers of Poland and Lithuania discovered in the underground vaults of Vilnius Cathedral in Lithuania

17 January 2025

17 January 2025

A unique find was made in the dungeons of the Vilnius Cathedral: The royal funerals of the Polish and Lithuanian...

Monte Sierpe: Peru’s Mysterious ‘Band of Holes’ May Have Been an Ancient Marketplace

11 November 2025

11 November 2025

High in the arid foothills of southern Peru, thousands of mysterious holes carved into a rocky ridge have puzzled archaeologists...

Amateur Female Detectorist Discovers Rare 1,500-Year-Old Brooch in Northern Finland

8 August 2025

8 August 2025

A remarkable archaeological discovery in the Finnish town of Kemi is offering fresh insights into the lives of elite women...

Not Just Warriors: Vikings Were Style Icons Too, New Discovery Shows

29 August 2025

29 August 2025

When most people think of Vikings, they imagine fierce warriors charging into battle with axes and shields. But a tiny...