17 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

The Mountain of Shemharus, King of the Ginn: Toubkal

14 August 2022

14 August 2022

Towering over the Atlas Mountains, Mount Toubkal is the highest peak in Morocco. Toubkal, the highest mountain in all of...

Exceptional Intact Etruscan Rock-Cut Tomb Discovered in Italy’s San Giuliano Necropolis

30 June 2025

30 June 2025

A remarkable discovery has emerged from the heart of Etruria: an intact Etruscan rock-cut tomb, sealed for over 2,700 years,...

Army Museum Worker Discovers Early Medieval Sword While Swimming in a Polish River

19 December 2024

19 December 2024

The collection of the Army Museum in Białystok, Poland has been enriched after renovation with a unique relic of great...

A Mysterious Human Face Carved on Stone Dated to Bronze Age Discovered in Kazakhstan

21 July 2024

21 July 2024

Kazakhstan’s rich archaeological landscape continues to reveal fascinating details about ancient civilizations. Recent research in the Akmola, and Pavlodar revealed...

Citizen scientists discover more than 1,000 new burial mounds in a Dutch archaeological project

29 January 2023

29 January 2023

A Dutch archaeological project in which thousands of amateur sleuths combed specialized maps and high resolution photographs resulted in the...

Megalithic structure found in Kazakhstan was probably a place of worship for miners in the Bronze Age

2 September 2024

2 September 2024

Archaeologists investigating a megalithic monument in the Burabay district of the Akmola region of Kazakhstan have revealed that the monument...

Hungary’s Hill of Hoards: 3,000-Year-Old Metal Finds Illuminate the Bronze and Iron Age Transition

5 May 2025

5 May 2025

A treasure trove of ancient metal artifacts, dating back over 3,000 years, has been unearthed at Somló Hill in western...

A 2700-year-old collection of more than 60 bronze and iron objects found in Bükk in northwestern Hungary

2 October 2024

2 October 2024

An excavation project led by a university team specializing in the Bronze and Iron Ages in Bükk in northwestern Hungary,...

Japan’s Oldest Multiplication Table Discovered in Nara, Dating Back 1,300 Years

7 September 2024

7 September 2024

A strip of wood discovered in the ruins of Fujiwara Palace in Nara Prefecture turned out to be part of...

The 1,000-year-old Church found under a cornfield in Germany

2 July 2021

2 July 2021

The foundation walls of the large church of the rediscovered Royal Palace of Helfta in Eisleben in the German state...

The Lost Georgian King: Archaeologists Discover the Tomb of Ashot the Great Beneath Gevhernik Fortress

8 October 2025

8 October 2025

High in the misty mountains of northeastern Türkiye, where emerald valleys carve through the rugged Artvin landscape, an ancient fortress...

The earliest manuscript of Gospel about Jesus’s childhood discovered in Germany

14 June 2024

14 June 2024

A newly deciphered manuscript dating back 1,600 years has been determined to be the oldest record of Jesus Christ’s childhood,...

Archaeologists Unearth 2,700-Year-Old Phoenician Scarab Seal and Amulet at Nuragic Ruinas in Sardinia

6 February 2026

6 February 2026

Archaeologists excavating the Nuragic complex of Ruinas in central-eastern Sardinia have uncovered an extraordinary artifact: a Phoenician scarab carved in...

Life and Death in Ancient Nubia: 4,000-Year-Old Kerma Grave Discovered in Sudan

13 February 2026

13 February 2026

Polish archaeologists have uncovered a remarkably well-preserved 4,000-year-old grave in Sudan’s Bayuda Desert, offering valuable new insights into burial customs,...

Archaeologists discovered a mausoleum dating back to Golden Horde era in Kazakhstan

8 July 2023

8 July 2023

Remains of a mausoleum dating back to the Golden Horde in the 15th century were discovered on the territory of...