10 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

A 2,000-Year-Old Roman Stadium Unearthed at Blaundos, the Former Macedonian Garrison City Above Anatolia’s Deepest Canyon

25 November 2025

25 November 2025

According to a report by Anatolian Archaeology, archaeologists have begun excavating a Roman-era stadium perched above the dramatic canyons of...

A Unique Discovery in Europe: Ancient Stone Circles Cover 2,800-Year-Old Graves of Children in Norway

29 June 2024

29 June 2024

Archaeologists from the Museum of Cultural History in Oslo discovered an unknown burial site in a quarry near Fredrikstad, in...

Archaeologists Discover Rare 3,800-Year-Old Clay Figurine of Frogs at Peru’s Vichama Site

31 August 2025

31 August 2025

Archaeologists in Peru have announced a remarkable discovery: a 3,800-year-old Clay figurine depicting two frogs, unearthed at the Vichama archaeological...

Archaeologists Discover Rare Masked Roman Oil Lamp in Cuijk, Netherlands

13 September 2025

13 September 2025

Archaeologists in Cuijk, North Brabant, have unearthed a remarkable discovery: a nearly 1,800-year-old Roman oil lamp adorned with a decorative...

Unearthing One of the Earliest Examples of Roman Monumental Architecture: Ancient Basin Discovered in Gabii

21 October 2025

21 October 2025

Hidden beneath the soil of an ancient city just east of Rome, archaeologists from the University of Missouri have uncovered...

A Roman bridge from the Republican era was discovered on Via Tiburtina

27 February 2022

27 February 2022

The remains of a rare Republican-era bridge have been discovered on the 12th kilometer of the Via Tiburtina, the ancient...

Hittite Royal Seal Warns ‘Whoever Breaks This Will Die’

7 July 2024

7 July 2024

During the excavations in Kırıkkale, a cuneiform seal used by the royal family during the Hittite Empire was unearthed. The...

Petalodus shark teeth found for the first time in China

29 August 2021

29 August 2021

A 290 million-year-old fossil of a shark with petal-shaped teeth has been discovered in China. Seven well-preserved Petalodus teeth were...

2,000-Year-Old Artifacts Found at Swat’s Butkara Site in Pakistan, Including Coins and Kharosthi Inscriptions

14 February 2025

14 February 2025

Excavations at the Butkara Stupa, located near Mingora in Swat, Pakistan, have uncovered significant findings, including two-thousand-year-old coins, pottery, and...

Using Google Earth and aircraft reconnaissance, archaeologists identify unknown sites and Serbia’s hidden Bronze Age megastructures

17 November 2023

17 November 2023

Using Google Earth and aircraft reconnaissance, archaeologists at University College Dublin identified more than 100 previously unknown sites. Satellite remote...

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...

Neanderthals too may have Developed a System of Numerical Notation

2 June 2021

2 June 2021

People developed numbers tens of thousands of years ago, according to archeological findings. Scholars are now investigating the first comprehensive...

The ‘extraordinary’ Roman mosaic depicting scenes from Homer’s Iliad unearthed in a Rutland farmer’s field is the first of its kind in England

25 November 2021

25 November 2021

The 1,500-year-old mosaic discovered by a farmer was considered Britain’s “most exciting” Roman find. The artwork was discovered on private...

A Mikveh or Jewish ritual bath discovered in basement of former strip club in Poland

24 August 2023

24 August 2023

Marian Zwolski, a Chmielnik businessman, bought a former nightclub that had been closed for 15 years a few years ago....

Evidence of Necromancy during Roman era in the Te’omim Cave, Jerusalem Hills: Oil Lamps, Spearheads, and Skulls

14 July 2023

14 July 2023

Te’omim Cave in the Jerusalem Hills may once have served as a local oracle where people communed with the dead...