12 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

Aramaic four inscriptions found for the first time in eastern Turkey

17 September 2022

17 September 2022

Four inscriptions written in Aramaic were discovered in the ancient city with a grid plan, located on an area of...

Spanish Water Worker discovered 2,500-Year-Old two Gold Necklaces

14 September 2023

14 September 2023

A worker at a local water company in Spain discovered two gold necklaces thought to date back 2,500 years. Sergio...

Archaeologists uncover ancient mosaic of the living room of brutal Publius Vedius Pollio

13 December 2022

13 December 2022

In the Pausilypon Archaeological Park, archaeologists from the University of Naples’ “L’Orientale” uncovered an ancient mosaic. The park is located...

Rare Bronze Age Metalworking Hoard Discovered in Wiltshire, Including an Anvil

20 February 2025

20 February 2025

A remarkable discovery has been made in Urchfont, a village located in Wiltshire, England, where a Bronze Age hoard of...

Archaeologists discover that Iranian farmers grew rice about 3,000 years ago

18 May 2023

18 May 2023

Archaeologists excavating in Iran’s Mazandaran region have revealed that Iranian farmers were cultivating rice as far back as 3000 years...

Rare Tales of Merlin and King Arthur Found in 13th Century Manuscript

17 April 2025

17 April 2025

In a remarkable discovery, a fragile manuscript fragment dating back to the 13th century has been found hidden within the...

Bronze Age women’s jewelry set discovered in Güttingen carrot field, Swiss

17 October 2023

17 October 2023

A set of Bronze Age women’s jewelry was discovered by archaeologists in Güttingen, Thurgau canton, northeastern Switzerland, in a freshly...

Archaeologists have discovered a 4,000-year-old burial ground and shell tool processing site in Taiwan

1 August 2022

1 August 2022

A 4,000-year-old cemetery and shell tool processing site has been discovered in Kenting National Park, Taiwan’s oldest and southernmost national...

Hidden for Millennia, Limyra’s Long-Lost Temple of Zeus Has Finally Been Found After 43 Years of Searching

3 December 2025

3 December 2025

A significant breakthrough has reshaped archaeological understanding of Limyra, one of eastern Lycia’s most storied ancient cities. Excavations in Finike,...

Roman influence period artifacts discovered by history enthusiasts in northern Poland

16 March 2024

16 March 2024

Local history enthusiasts from the Wendrusz Historical and Exploration Society have discovered four fibulae, a ring, and fragments of decorations...

Rare Medieval Seal with Roman Chariot Gemstone Discovered in Essex, southeast England

4 January 2026

4 January 2026

A rare medieval silver seal set with an ancient Roman carved gemstone has been discovered near Braintree, Essex — a...

An inscription containing the Turk name was discovered for the first time in Anatolia

3 September 2022

3 September 2022

For the first time in the pre-Islamic Early period Turkish history, an inscription bearing the inscription expression “Turk” and written...

A 3300-year-old seal and a dagger/sword reminiscent of Mycenaean swords were discovered in the Heart of western Anatolia

18 July 2022

18 July 2022

A unique 3300-year-old seal and a sword/dagger reminiscent of Mycenaean swords were unearthed during the excavations of Tavşanlı Höyük (Tavşanlı...

Unique Roman House Altar (Lararium) Discovered in Cologne, First of Its Kind in Northern Europe

11 February 2026

11 February 2026

A construction site in the heart of Cologne has turned into one of the most significant archaeological discoveries in northern...

Colossal Assyrian Winged Bull Unearthed in Iraq: Largest Ever at Six Meters

21 September 2025

21 September 2025

Iraq’s cultural authorities have revealed a discovery that could redefine the scale of Assyrian art: a six-meter-tall winged bull, or...