1 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

Poland’s oldest copper axe discovered in the Lublin region

30 March 2024

30 March 2024

A copper axe from the 4th to 3rd millennium BC identified with the Trypillia culture was found in the Horodło...

Archaeologists may have Found a Viking Age Marketplace in Norway

21 February 2024

21 February 2024

Archaeologists from the University of Stavanger have identified the possible remains of a marketplace from the Viking Age on a...

Anchorage’s Indigenous History: A 1000-Year-Old Dene Cache Found Near Cook Inlet

24 January 2025

24 January 2025

In June 2024, archaeologists from Joint Base Elmendorf-Richardson (JBER) and Northern Land Use Research Alaska discovered a birch bark-lined cache...

Arrowhead from the Biblical Battle Discovered in the Hometown of the Giant Goliath’s

30 May 2021

30 May 2021

A bone arrowhead discovered in the ancient Philistine city of Gath might have been used fired off by the city’s...

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...

Ancient Cymbals Unearthed in Oman Reveal Shared Musical Traditions Across Bronze Age Cultures

8 April 2025

8 April 2025

Recent archaeological discoveries in Oman have unveiled significant insights into the musical practices of Bronze Age societies, suggesting a rich...

Neolithic Age Adults and Children Buried Under Family Homes were not Relative

3 May 2021

3 May 2021

An international team of scientists found that Children and adults buried next to each other in one of the oldest...

Researchers found evidence of the use of medicinal herbs in the Grotte des Pigeons Cave in Morocco dating back 15,000 years

5 November 2024

5 November 2024

Morocco’s National Institute of Archaeology and Heritage has announced an important discovery that will enhance our understanding of ancient healing...

A beautiful Medieval key discovered in Claverham village, UK

11 October 2023

11 October 2023

Earlier this year the Kemble fieldwork team from Cotswold Archaeology undertook a small excavation for Newland Homes on the edge...

Teacher unearthed stone with ancient ogham writing from Ireland in Coventry garden

9 May 2024

9 May 2024

A geography teacher, Graham Senior, stumbled across a rock with mysterious incisions while tidying his overgrown garden in Coventry, England. ...

Over 1,600-yr-old tomb of embracing lovers found in north China

16 August 2021

16 August 2021

Archaeologists recently published a study of the tomb of cuddling lovers, dating to the Northern Wei Dynasty (386-534), more than...

“Exceptionally rare” gold sword pommel given to Scottish national museums

24 October 2022

24 October 2022

An “exceptionally rare” solid gold sword pommel found by a metal detectorist near Blair Drummond, Stirling, has been acquired by...

Tomb of a Roman doctor buried with unique surgical tools unearthed in Hungary

28 April 2023

28 April 2023

Hungarian archaeologists discovered the tomb of a Roman doctor 1st-century man buried with high-quality surgical tools near the city of...

12,000-Year-Old rock art may depict extinct giants of the ice age

13 March 2022

13 March 2022

South America was filled with ice age animals more than 12,000 years ago, including car-sized ground sloths, elephantine herbivores, and...

A new magnetic survey of the ancient Assyrian capital of Khorsabad has revealed a 127-room villa twice the size of the U.S. White House

26 December 2024

26 December 2024

Archaeologists in northern Iraq have conducted an extensive magnetic survey using an exhaustive magnetic survey at Khorsabad, once the ancient...