27 November 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

Earliest Multiplication Formulas Discovered in a 2,300-Year-Old Chinese Tomb

27 December 2023

27 December 2023

Archaeologists excavating a tomb in the Qinjiazui archaeological site of Jingzhou City, Hubei Province, China, have found the earliest multiplication...

More than 1,300 prehistoric burial mounds in western Azerbaijan systematically surveyed for the first time

2 January 2025

2 January 2025

Over 1,300 archaeological sites in Azerbaijan were systematically surveyed and documented in two field campaigns in 2021 and 2023 by...

Archaeologists have unearthed a flawless Roman blue glass bowl in the Dutch city of Nijmegen

23 January 2022

23 January 2022

Archaeologists excavating the site of a comprehensive housing and green space development in Nijmegen’s Winkelsteeg, one of the oldest cities...

5000-year-old female figurines found in a Ukrainian cave

15 May 2023

15 May 2023

Archaeologists discovered five clay female figurines hidden inside a hole in a wall in Verteba Cave, in the Borshchiv Region...

The free online course from the Colchester Museums and University of Reading Department of Archeology

12 July 2021

12 July 2021

The opportunity to be among the first to examine 2,000-year-old cremated remains from Roman Britain and learn about the origins...

Archeologists Discover Two Sphinxes measure 26 feet in length in Egyptian Ruins

21 January 2022

21 January 2022

Archeologists have discovered the remains of two huge sphinx statues, each measuring 26 feet in length, at the funerary temple...

The oldest trace of human activity discovered in North America dates back 23,000 years

26 September 2021

26 September 2021

A recent fossil footprint found in New Mexico, the United States, indicates that humans existed in North America about 23,000...

Archaeologists Unveil Sanctuary of Odysseus on Ithaca: A Monumental Discovery Rooted in Myth and History

15 June 2025

15 June 2025

A major archaeological breakthrough on the Greek island of Ithaca has brought new clarity to the island’s legendary past. Researchers...

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...

Restored walls collapse in 1500-year-old Shahr-e Belqeys, concerns mount over further damage

12 May 2024

12 May 2024

Recently, a portion of the restored walls of 1500-year-old Shahr-e Belqeys (“City of Belqeys”), a historical city made of mudbricks...

The marble head of God Apollo unearthed in an excavation at Philippi, Greece

29 March 2024

29 March 2024

The excavation, carried out by a group of students of the Aristotle University of Thessaloniki in the archaeological site of...

King Stephen 12th Century rare penny hoard found near Wymondham

21 November 2023

21 November 2023

An unnamed metal detectorist recently discovered a scarce collection of 12th-century silver pennies near the village of Wymondham in the...

USF team discovers 2,000-year-old Roman house during excavation in Malta

8 August 2023

8 August 2023

A team of researchers and students unearthed a 2,000-year-old Roman house in Malta, complete with a waste disposal system and...

The Gobi Wall: Ancient Statecraft Hidden in Mongolia’s Sands

17 June 2025

17 June 2025

Stretching 321 kilometers across the arid highlands of southern Mongolia, the Gobi Wall has long stood as a silent enigma...

Antibiotic bacteria that fight E. coli and other dangerous bugs found in the Roman Baths at Bath in England, “Bath’s waters may really be good for you”

9 June 2024

9 June 2024

The popular Roman Baths in the city of Bath in southwest England are home to a diverse range of microorganisms...