3 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

4,900-year-old Copper Age Fortress with a Violent Past and Odd Roman Burial Found in Spain

13 February 2025

13 February 2025

A remarkable 4,900-year-old Copper Age fortress, featuring a pentagon shape, three concentric walls, 25 bastions, and three ditches, has been...

The colored skeletons of Çatalhöyük provide insight into the burial rituals of a fascinating society that lived 9000 years ago

18 March 2022

18 March 2022

New research provides new insights into how the inhabitants of the “oldest city in the world” in Çatalhöyük (Turkey) buried...

A Rare Roman-Era Bronze Filter Discovered in Hadrianopolis, Türkiye

11 February 2025

11 February 2025

Archaeologists excavating at Hadrianopolis in Karabük, Türkiye, have unearthed a 5th-century AD bronze filter used in Roman and Byzantine times...

The inner wall was reached during the excavations of the tomb of the poet Aratos in the Soli Pompeiopolis Ancient City

13 August 2021

13 August 2021

The inner wall was reached during the excavations of the tomb of Aratos, the famous poet and astronomer of the...

Bronze Bust of Egyptian Goddess Isis Unearthed in Satala, the Base of Legio XV Apollinaris

25 October 2025

25 October 2025

Archaeologists excavating the ancient city of Satala in northeastern Turkey have uncovered a rare 20-centimeter bronze bust of the Egyptian...

Research Helps İlluminate the History of the Scythians with 111 Ancient Genomes

27 March 2021

27 March 2021

Due to their interactions and conflicts with the major contemporaries of Eurasia, the Scythians enjoyed legendary status in history and...

“If this site (Sharda temple)is restored and conserved, it will attract thousands of Hindus and Buddhists from Kashmir and the rest of the world”

7 August 2021

7 August 2021

Sharda Peeth, a historic learning institution located 200 kilometers (124 miles) from Muzaffarabad, the capital and largest city of Pakistan-administered...

Recent excavations at Girsu uncovered innovative civilization-saving technology of Ancient Sumerians

19 November 2023

19 November 2023

In ancient city Girsu, located near the modern city of Nasiriyah in southern Iraq, revealed through a recent excavation by...

Unique tombs wrapped in high-quality fabrics and painted bodies were discovered at monumental temple in Peru

11 March 2023

11 March 2023

Unique tombs wrapped in high-quality fabrics and painted bodies were discovered at the monumental temple in Peru. Located on the...

The 3,200-year-old perfume of Tapputi, the first female chemist in history, came to life again

24 July 2022

24 July 2022

One of the scent formulas written in Akkadian on clay tablets by Tapputi, known as the world’s first female perfumer...

Uncovering a Rare Enamelled Roman Brooch in Scotland

6 March 2025

6 March 2025

Recent research by GUARD Archaeology highlights a rare enamelled Roman brooch, suggesting its potential use in a “foundation offerings ritual”...

Archaeologists may have found Lyobaa, the Zapotec Land of the Dead

1 July 2023

1 July 2023

An archaeological team from the Lyobaa project has confirmed the existence of a vast Zapotec underground complex in their study...

Folded Gold Diadem discovered in Ancient Burial Urn in Southern India

12 August 2022

12 August 2022

A gold diadem, bronze, iron objects, and pottery were reportedly found in a burial urn at the archaeological site of...

Analyses of a 2,900-year-old iron chisel from Portugal revealed surprisingly high-quality steel

22 September 2023

22 September 2023

Steel tools were believed to have only become widespread in Europe during the Roman Empire, but a recent study shows...

Elephant Bone Hammer from 500,000 Years Ago Found in England – Europe’s Oldest

22 January 2026

22 January 2026

A 500,000-year-old elephant bone hammer found in southern England reveals advanced tool-making skills of early human ancestors Archaeologists have uncovered...