10 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

Maya Archaeological site for sale on Facebook has stirred controversy in Yucatán and across Mexico

31 March 2023

31 March 2023

Over 249 hectares of land for sale on Facebook Marketplace has sparked controversy in Yucatan and across Mexico. The property,...

The Mysterious Horsemen of Pir Panjal: Secrets of an Ancient Legacy in Jammu and Kashmir

24 April 2025

24 April 2025

Deep within the rugged Pir Panjal range in Jammu and Kashmir, India, lies a captivating mystery known as the Mysterious...

2500-year-old Persian ancient palace dish discovered in Oluz Höyük, Türkiye

18 October 2023

18 October 2023

A 2,500-year-old earthenware pot containing bone fragments and grains from the Persian-era palace kitchen was discovered during archaeological excavations at...

Archaeologists uncover 4,000-year-old earliest large-scale Archaic fish-trapping facility recorded in ancient Mesoamerica

28 November 2024

28 November 2024

Archaeologists, using drones and Google Earth imagery, have discovered a 4,000-year-old network of earthen canals in what is now Belize...

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...

Archaeologists Reveals Rare Evidence of Early Human Presence in Tajikistan

6 November 2024

6 November 2024

Archaeologists have discovered a multi-layered archaeological site in the Zeravshan Valley of central Tajikistan that reveals early human settlement in...

Roman Handprints, Preserved Textiles and Possible DNA Found in Rare Gypsum Burial in England

22 December 2025

22 December 2025

Archaeologists in England have uncovered extraordinary evidence of intimate Roman burial practices after re-examining a rare gypsum-filled stone sarcophagus discovered...

Archaeologists Uncover ‘Holy Water Effect’ Children’s Graves Beneath a 12th-Century Chapel

15 October 2025

15 October 2025

Archaeologists in Saxony-Anhalt in Germany have uncovered around 1,000 medieval artifacts and more than 50 graves, including those of children...

Artvin Demirkapı/Arılı rock paintings give information about Anatolian Bronze Age Nomadic

14 December 2021

14 December 2021

Rock paintings are material cultural assets that provide us with unique information about the socio-cultural structure, religious beliefs, and rituals,...

12,000-Year-Old Grid-Plan Structures and Water Channel Discovered at Çayönü Mound

29 July 2025

29 July 2025

New Neolithic-era discoveries at Çayönü in southeastern Türkiye, dating back to approximately 10,200–6,500 BCE, include four grid-plan buildings and a...

2000-year-old tomb guarded by two bull heads found in Tharsa Ancient City, Türkiye

18 May 2024

18 May 2024

In Türkiye, archaeologists have discovered a new 2000-year-old tomb protected by two bull heads during excavation and cleaning efforts in...

3,000-year-old weavings discovered in Alaska’s Alutiiq settlement

3 September 2023

3 September 2023

Archaeologists have uncovered fragments of woven grass artifacts estimated to be 3,000 years old during excavations at an ancestral sod...

Mystery of the 1,700-year-old Mosaic Solved: The Medallion in the Mosaic uncovered to be the Symbol of a Roman Military Unit

10 August 2024

10 August 2024

The mystery of the 1,700-year-old mosaic, which was found during excavations in Amasya province in northern Turkey 11 years ago...

3,500-year-old perfectly preserved ancient frozen bear found in Siberian

28 February 2023

28 February 2023

As the permafrost on Bolshoy Lyakhovsky Island in eastern Siberia melted, a mummified brown bear that lived more than three...

5,000-Year-Old Tombs Discovered in Ibri Reveal Ancient Oman–Mesopotamia Link

21 August 2025

21 August 2025

Oman’s Ministry of Heritage and Tourism has announced a remarkable discovery in the Al-Sabikhi area of the Wilayat of Ibri,...