28 December 2025 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

7,800-year-old female figurine discovered in Ulucak Höyük in western Turkey

8 August 2022

8 August 2022

A 7,800-year-old female figurine was found in the Ulucak Höyük (Ulucak Mound) in the Kemalpaşa district of Izmir. It was...

The ancestors of many animal species alive today may have lived in a delta in what is now China, new research suggests

20 April 2022

20 April 2022

The ancestors of many animal species alive today may have lived in a delta in what is now China, new...

Roman Wooden Cellar Found in Frankfurt, Germany

28 February 2024

28 February 2024

Archaeologists from the Frankfurt Archaeological Museum have recently uncovered a remarkably preserved wooden cellar in the Roman city of Nida...

Forged 5,000 Years Ago: The World’s Oldest Swords Discovered at Arslantepe Mound, Türkiye

10 June 2025

10 June 2025

In the arid plains of Eastern Anatolia, nestled along the western bank of the Euphrates River near Malatya, Turkey, lies...

Archaeologists Find the “Lost” House of the Last Anglo-Saxon King Depicted on the Bayeux Tapestry

28 January 2025

28 January 2025

A team from Newcastle University and the University of Exeter have uncovered evidence that a house in England is the...

Archaeologists have discovered the origins a Herefordshire Stone Age monument

22 August 2021

22 August 2021

Archaeologists have finally uncovered the mysterious origins of Arthur’s Stone, named after the mysterious legends of King Arthur, who inspired...

The Iremir Mound illuminates the pre-Urartian period in East Van

27 July 2021

27 July 2021

Archaeological findings unearthed in the excavations carried out at the İremir Mound in the Gürpınar district of Van, in eastern...

The Oldest-Known Center of Prophecy “Claros”

16 June 2021

16 June 2021

Claros is an ancient Ionian settlement located in the hamlet of Ahmetbeyli near Ozdere, approximately 50 kilometers south of Izmir....

Unique Bronze Box Depicting a Roman Temple Unearthed in the Canabae of Legio V Macedonica at Turda, Romania

7 October 2025

7 October 2025

Archaeologists uncover a luxurious Roman domus and a one-of-a-kind bronze box in the civilian quarter of Legio V Macedonica at...

A rare Byzantine gold coin discovered in Norway, probably brought from Constantinople

9 December 2023

9 December 2023

A metal detectorist exploring the mountains in the municipality of Vestre Slidre in southern Norway discovered a rare histamenon nomisma...

In Bergama, the City of Greek Gods, the People Kept the Cult of Cybele Alive

25 August 2021

25 August 2021

The figurines of Cybele, the goddess of the fertility of Anatolia, and the presence of sanctuaries unearthed in the Ancient...

DNA Cracks a 750-Year-Old Murder: The Vicious Killing of a Forgotten Duke Finally Exposed

16 November 2025

16 November 2025

For more than seven centuries, the violent end of a young medieval nobleman remained an unresolved whisper in European history—half...

Gravitational Wave Researchers Shed New Light on the Mystery of the 2,000-Year-Old Computer Antikythera Mechanism

28 June 2024

28 June 2024

Astronomers from the University of Glasgow who specialize in studying tiny ripples in space-time have shed new light on the...

Germany: 700-year-old Causeway Found Under Central Berlin Street

19 February 2022

19 February 2022

Archaeologists from the Landesdenkmalamt Berlin (LDA) made a sensational find during their excavation at Molkenmarkt: about 2.50 m below Stralauer...

First Trilobite Fossil Amulet from Roman Early Empire (1st–3rd Century CE) Found in Spain

22 July 2025

22 July 2025

In a discovery that may reshape our understanding of how ancient Romans perceived the natural world, archaeologists have uncovered a...