12 February 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

Discovery Shedding Light on Ancient Maritime Trade: 1,500-Year-Old Trade Shipwreck Found off Türkiye’s Ayvalık

21 December 2024

21 December 2024

‘Turkish Sunken-Ships Project: Blue Heritage’, a 1500-year-old trade shipwreck was found off the coast of Ayvalık district of Balıkesir. Under...

The longest inscription in Saudi Arabia turned out to belong to the last king of Babylon

25 July 2021

25 July 2021

The Saudi Commission for Tourism and National Heritage has announced the discovery of a 2,550-year-old inscription etched on basalt stone...

Mesolithic stone mace head found during excavation of a site near Buckingham

4 April 2023

4 April 2023

Archaeologists discovered an attractive Mesolithic stone mace head while excavation of a site near Buckingham. The work was done by...

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...

Rare 3,300-Year-Old Faience Mask Unearthed at Dilmun Burial Site in Bahrain

11 January 2026

11 January 2026

Archaeologists in Bahrain have uncovered a rare and enigmatic artifact from the ancient Dilmun civilization: an ornamented pottery head known...

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 discovered a Thracian tomb from the time of the Odrysian kingdom in southern Bulgaria

13 September 2023

13 September 2023

Archaeologists from the Haskovo Regional Museum of History discovered a third Thracian tomb with murals the likes of those in...

Anthropologists discovered a bone in the Grotte du Renne cave in France that could indicate the presence of a previously unknown lineage of Homo sapiens

9 August 2023

9 August 2023

A bone discovered in the Grotte du Renne cave in France may represent the existence of a previously unknown lineage...

Mystical Tombs and Lights: 150 Unique Burial Mounds Discovered in Kazakhstan

28 August 2025

28 August 2025

Archaeologists in the West Kazakhstan Region (WKO) have announced a remarkable discovery that could reshape our understanding of early civilizations...

Unique 2700-year-old mosaics unearthed in illegal excavations

17 November 2021

17 November 2021

Two 2700-year-old mosaics, which are thought to belong to a Roman rich man and symbolize magnificence, were found in a...

The enigma behind King Tut’s’space dagger,’ according to archaeologists, has finally been solved

24 February 2022

24 February 2022

Archaeologists have finally solved the enigma of King Tutankhamun’s dagger, which was discovered 3,400 years ago. A new examination of...

11,000-Year-Old LSU Campus Mounds Are Oldest Known Human-Made Structures In North America

23 August 2022

23 August 2022

According to new research published in the American Journal of Science, two six-meter (20-foot) high mounds on the campus of...

The 1,000-year-old surgical kit found in Sican tomb, Peru

28 March 2022

28 March 2022

A set of surgical tools indicating that the deceased was a surgeon was found in a funerary bundle found in...

In Russia, archaeologists 2100-Year-Old Medallion of Goddess Aphrodite and a warrior tomb unearthed

30 October 2022

30 October 2022

Archaeologists have unearthed a silver medallion depicting the Greek goddess Aphrodite (Roma Venüs) in a 2100-year-old grave of a priestess...

Funerary urn depicting Maya corn god uncovered during Maya Train work

10 January 2024

10 January 2024

Archaeologists from the National Institute of Anthropology and History (INAH) conducting salvage work along section 7 of the Maya Train...