27 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

Human remains found at prison sewer site are 4,500 years old in East Yorkshire

26 March 2024

26 March 2024

Archaeologists investigating the site of a new sewer to serve a jail being built at Full Sutton in East Yorkshire,...

A Unique Structure Discovered in the City of David Ancient Jerusalem – The Only One of Its Kind

14 January 2025

14 January 2025

A unique structure was discovered on the eastern slope of the City of David, within the Walls of the Jerusalem...

Archaeologists unearth 128 ancient urn burial tombs for children in north China

22 November 2021

22 November 2021

Archaeologists have uncovered urn burial chambers containing the remains of 128 infants among the ruins of an ancient city of...

Ancient tombs discovered at Paris’ Notre-Dame Cathedral

15 March 2022

15 March 2022

Archaeologists discovered several graves and a leaden sarcophagus possibly dating from the 14th century at Paris’ Notre Dame church, France’s...

Game Bone Stones from a Roman Military Strategy Game Found in Hadrianopolis Ancient City, Türkiye

10 January 2025

10 January 2025

During the excavations in Hadrianopolis Ancient City in Eskipazar district of Karabük, 2 bone game stones belonging to the military...

2,600-Year-Old Scythian Noble Warrior’s Tomb Unearthed in Siberia: Rare Battle Axe, Bronze Mirror, and More

24 August 2025

24 August 2025

Burial includes ornate belt, ram-headed buckle, bronze mirror, and horse harness elements, revealing the elite status of the Scythian Noble...

6,500-Year-Old Hunting Kit Discovered in West Texas Cave

5 April 2025

5 April 2025

A remarkable archaeological find in the rugged terrain of West Texas is transforming our understanding of the region’s prehistoric inhabitants....

Medieval ‘Testicle Dagger’ Unearthed at Swedish Fortress

19 May 2025

19 May 2025

Archaeologists in Gothenburg, southwestern Sweden, have made a rather striking discovery at the site of the ancient Gullberg Fortress: a...

The Enigmatic Architecture of Sacsayhuaman: The Sacred Stronghold of Massive Stones and Mysteries

14 March 2025

14 March 2025

Sacsayhuaman Fortress, located just outside Cusco, Peru, is one of the most astonishing archaeological complexes in the world. Initiated by...

Rare Bronze Celtic Warrior Figurine Discovered in Germany

15 August 2025

15 August 2025

Archaeologists in Manching, Bavaria, have made a groundbreaking discovery that offers unprecedented insight into the daily life, craftsmanship, and religious...

Ancient Qin Dynasty Inscription Found on Qinghai-Xizang Plateau Links the Kunlun Legend to Real History

5 January 2026

5 January 2026

An ancient Qin Dynasty inscription discovered on the Qinghai-Xizang Plateau links the Kunlun legend to real geography, reshaping the western...

Metal Scraps were Used İnstead of Money in Bronze Age Europe

8 May 2021

8 May 2021

Bronze scrap uncovered in hoards in Europe was used as currency, according to researchers from the Universities of Göttingen and...

A 500-year-old mural linked to an Aztec god was found under layers of paint in Mexican Church

15 October 2022

15 October 2022

A mural of an Aztec rabbit God of alcohol is not something anyone expects to see inside a church, but...

Ancient Tombs with Winged Victories Unearthed in Rome’s Vast Ostiense Necropolis

6 March 2026

6 March 2026

Archaeologists working south of Rome have uncovered an exceptionally well-preserved section of the ancient burial ground known as the Ostiense...

Scientists Reconstruct Face Of 16th Century Italian ‘Vampire’ Buried With Brick In Mouth

23 March 2024

23 March 2024

A 16th-century ‘vampire‘ who was buried with a stone brick jammed in her mouth over fears she would feed on...