3 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

Amateur makes ‘Gold Find of the Century’ in Norway

7 September 2023

7 September 2023

A Norwegian 51-year-old Erlend Bore out walking on doctors’ advice unearthed rare 6th-century gold jewellery using a newly bought metal...

A 1,000-Year-Old Bronze Wheel Cross Discovered in Brandenburg

24 January 2026

24 January 2026

A small bronze cross, recently unearthed in western Brandenburg, is reshaping how archaeologists understand the spread of Christianity in early...

Treasure hunters revealed a 2,700-year-old Urartian temple In the east of Turkey

18 June 2022

18 June 2022

Treasure hunters revealed a 2,700-year-old Urartian temple A group of treasure hunters, who were digging illegally to find treasure in...

Hellenistic cremation tomb found in Istanbul’s Haydarpasa excavations

11 April 2022

11 April 2022

A brick tomb belonging to the Hellenistic period (330 BC – 30 BC) was found during the Haydarpaşa excavations, which...

The Big Universe Coming Out from the Dust “in Esna Temple”

7 February 2021

7 February 2021

While the Esna Temple has been waiting to renew and breathe again for a long time, it has recently experienced...

Thousand-Year-Old Christian Viking-era Graves Found in Sweden

28 June 2021

28 June 2021

Seven Christian tombs dating to the Viking Age have been found at Sigtuna. According to archaeologists, the tombs date to...

New Archaeological Discoveries at Lystra — the Sacred Anatolian City Cited Eight Times in the Bible

8 October 2025

8 October 2025

Hidden amid the rolling plains of central Anatolia, the ancient city of Lystra is once again stirring after centuries of...

New Roman Settlement Discovered in Türkiye May Be Linked to the Lost City of Arsameia

17 October 2025

17 October 2025

Archaeologists in southeastern Türkiye have discovered a previously unknown Roman settlement dating to the 4th century AD — a site...

One of Gaul’s Largest Roman Villas Discovered Near Auxerre, France, Spanning Over 4,000 m²

7 June 2025

7 June 2025

Archaeologists uncover a massive 4,000 m² Roman villa near Auxerre, revealing elite lifestyles in ancient Gaul. A remarkable archaeological discovery...

Why Was This Pharaoh Buried in Another King’s Tomb? New Tanis Evidence Uncovers a Royal Cover-Up

25 November 2025

25 November 2025

For decades, archaeologists working at Tanis have grappled with an unsettling mystery: why was an unmarked granite sarcophagus lying deep...

Archaeologists find a 3,000-year-old bronze sword in Germany

15 June 2023

15 June 2023

Archaeologists discovered a bronze sword more than 3,000 years old during excavations in the town of Nördlingen in Bavaria, Germany....

2,800-Year-Old ‘Pharmaceutical production area’ discovered in ancient Thracian City

19 January 2024

19 January 2024

Archaeologists have unearthed a “pharmaceutical production area” supported by a water source during ongoing excavations in the Thracian Ancient City...

Will new Technology be able to Solve the Mystery in Masovia?

14 May 2021

14 May 2021

Although there are about 500 medieval tombs found in today’s Masovia and Podlasie cities, the question of who these tombs...

Surprising Discovery: In Guatemala, archaeologists uncover hidden neighborhood in the ancient Maya city

28 September 2021

28 September 2021

A recent lidar analysis revealed, the region surrounding Central Tikal’s Lost World Complex, which was long thought to be a...

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...