19 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

Radical New Theory Transforms a 3,500-Year-Old North American Mystery

21 November 2025

21 November 2025

A groundbreaking reinterpretation of Poverty Point—one of North America’s most iconic archaeological sites—is challenging long-held assumptions about the people who...

Archaeologists Uncover Unique 6th Century Mosaic in Abandoned Byzantine Monastery

9 April 2025

9 April 2025

A recent excavation report from the Israel Antiquities Authority has revealed the discovery of a well-preserved Byzantine-period monastery and farmhouse...

Ancient Tomb of Nomadic Horse Lord Yields Untouched Treasures and Weapons

2 May 2025

2 May 2025

A remarkable archaeological discovery near Grozny has unearthed an undisturbed Alanian tomb dating back over two millennia, revealing a wealth...

1500-year-old Medallion Rescued From Treasure Hunters on Display in Çorum Museum

3 May 2021

3 May 2021

A 1,500-year-old gold medallion portraying a figure of Jesus Christ has been exhibited at a museum in Turkey’s northern province...

Mysterious Handprints Found in the Ancient Mayan Cave

1 May 2021

1 May 2021

In Mexico, home to ancient civilizations such as the Maya, Aztec, and Inca, archaeologist Sergio Grosjean found dozens of mysterious...

Feline and anthropomorphic 29 new geoglyphs discovered in Peru

21 December 2023

21 December 2023

In Ica, a region south of Lima on the coast of Peru, 29 geoglyphs were found by an archaeologist from...

Medieval Hub of Arts & Crafts Center discovered in Nola: The discovery could rewrite the history of early medieval Nola

23 August 2023

23 August 2023

On the outskirts of Nola, a district from the early Middle Ages has been discovered. According to the Soprintendenza Archeologia,...

2,000-year-old financial record uncovered on Pilgrimage Road in the City of David, Jerusalem

17 May 2023

17 May 2023

A financial record dating back 2,000 years has been unearthed on the Pilgrimage Road in the City of David, Jerusalem’s...

Archaeologists Use Song to Unveil the Legendary End of West Africa’s Kaabu Kingdom

19 March 2025

19 March 2025

As the archaeological discoveries at Kansala, located in present-day Guinea-Bissau, reveal the tangible remnants of the once-mighty Kaabu Kingdom, the...

An imitation Arabic dinar discovered in Norfolk may have been made by Vikings

6 April 2023

6 April 2023

A gold disc struck with a fake inscription imitating an Arabic dinar found near Morston, Norfolk in April 2021 may...

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...

16 New Ancient Rock Art Sites Discovered In Jalapão, Brazil

13 March 2024

13 March 2024

Archaeologists at Brazil’s National Institute of Historical and Artistic Heritage (Iphan) discovered 16 new archaeological sites while surveying a large...

Pluto’s ‘Gate to Hell’ in Hierapolis

25 April 2021

25 April 2021

Hierapolis Pluto or Pluto’s Gate is a ploutonion (a religious site dedicated to the god Pluto) in the ancient city...

1650-Year-Old Earthen Grills Unearthed in Assos Excavations

14 August 2021

14 August 2021

Excavations continue in Assos Ancient City, a rich settlement of the period, which is located within the borders of Behramkale...

A 3,400-year-old Pyramid from the Scythian-Saka period found in Karaganda region of Kazakhstan

2 November 2023

2 November 2023

A pyramid belonging to the Scythian-Saka period was found in the Karaganda region of Kazakhstan. Experts announced that the Karajartas...