11 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

In the 1,900-year-old underground temple of Mithras religion in Zerzevan Castle, an area where participants of secret rituals stayed was unearthed

23 July 2024

23 July 2024

Excavations at the  Zerzevan Castle in Diyarbakır province in the southeastern part of Türkiye have uncovered an area where participants...

One of Northern Europe’s Oldest Wooden Doors Found, Estimated to Be 650 Years Old

17 January 2026

17 January 2026

Researchers in Estonia have identified what is now believed to be the oldest surviving wooden door in the country, and...

Woodhenge Found in Denmark: A Link Between Denmark and Britain’s Neolithic Past

1 March 2025

1 March 2025

In a stunning revelation, archaeologists have unearthed a remarkable structure dubbed “woodhenge” in Denmark, a discovery that not only illuminates...

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....

3,000-year-old necropolis found in southeast of Türkiye

16 October 2023

16 October 2023

A 3,000-year-old necropolis was unearthed during the excavations carried out in the Cehennem Deresi (Hell Creek) in Bağözü village of...

“Land of the Thousand Temples” Kancheepuram in India

20 May 2021

20 May 2021

Kancheepuram, one of the most sacred and religious Hindu pilgrim centers in India is also called the ‘Land of the...

4000-year-old Temple With A 2.30 Meters Central Monolith Discovered in Cyprus

9 July 2024

9 July 2024

An Italian archaeological mission, the Erimi Archaeological Project of the University of Siena, discovered a 4,000-year-old temple in Cyprus. This...

Archaeologists have found an intriguing Iron Age “shrine” in the Yorkshire Wolds

19 September 2021

19 September 2021

Archaeologists have discovered an interesting ancient Iron Age “shrine” in the Yorkshire Wolds, which was marked out by meticulously placed...

Itbaraks in Turkic Mythology: The Human-Bodied, Dog-Headed Beings Who Defied Oghuz Khagan

5 July 2025

5 July 2025

In the mist-shrouded realms of ancient Turkic epics, there exists a race that haunts both myth and memory—the İtbaraks. These...

Underfloor Heating System Discovered in 1,700-Year-Old Roman Bath

25 August 2025

25 August 2025

Archaeologists in eastern Türkiye have uncovered a 1,700-year-old Roman bathhouse equipped with an advanced underfloor heating system, shedding new light...

Medieval subterranean corridors found by accident in northeast Iran

1 October 2022

1 October 2022

The workers working on a routine road construction project near Shahr-e Belqeys (City of Belqeys) in northeast Iran made an...

The Stonehenge road tunnel is illegal, according to the High Court

23 June 2021

23 June 2021

The transport secretary’s decision to allow a road tunnel to be built near Stonehenge was unlawful, according to the high...

In China, 2700-Year-Old Face Cream Made from Moon Milk for Men was Found

14 February 2021

14 February 2021

At a Chinese excavation site with Chinese and German researchers, evidence of a 2,700-year-old male facial cream was found. In...

The ruins believed to belong to Noah’s Ark date back to 5500-3000 years BC.

26 October 2023

26 October 2023

Rock and soil samples taken from the area where the ruins of ‘Noah’s Ark‘ are believed to be located in...

Archaeologists uncovered an Aztec altar with human ashes in Mexico City

1 December 2021

1 December 2021

Archaeologists in Mexico have discovered a 16th-century altar in Plaza Garibaldi, the center in Mexico City famous for its revelry...