12 December 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

A 7,500-year-old settlement has been discovered in Turkey’s Domuztepe Mound

11 September 2021

11 September 2021

During the most recent excavations at Domuztepe Mound in the Türkoğlu district of southern Turkey’s Kahramanmaraş province, a settlement and...

Ancient Rome’s city borders were discovered in a rare stone

17 July 2021

17 July 2021

Archaeologists unearthed a rare stone outlining ancient Rome’s city borders during excavations for a new sewage system. The stone comes...

40 Skeletons in Giant Jars Found in the Corsica Necropolis

16 May 2021

16 May 2021

Archaeologists working on the French island of Corsica discovered around 40 ancient graves where persons were buried inside gigantic jars...

Archaeologists uncover intact 16th-century quayside in the Belgium town of Leper

24 March 2022

24 March 2022

Excavations at Leper (Ypres), located in the West Flanders province of Belgium, have uncovered a 16th-century quayside. The find was...

The mythical hero of Troy and Rome Aeneas’s peerless mosaic discovered in Türkiye

11 May 2023

11 May 2023

A large mosaic depicting the legendary Trojan hero Aeneas, the protagonist of Virgil’s epic poem “The Aeneid” and the ancestor...

A mysterious lead tablet with an unknown 13th-14th-century script: Might be an old Lithuanian script?

26 February 2024

26 February 2024

In the Museum of the Palace of the Grand Dukes in Vilnius, Lithuania, a mysterious lead tablet dating back to...

Viking Family identified using New DNA Technology

9 June 2021

9 June 2021

Researchers were able to confirm the connection between two Viking remains discovered in Denmark and England thanks to new DNA...

Archaeologists unearth human spines threaded onto reed posts in Peru

5 February 2022

5 February 2022

Archaeologists have found almost 192 examples of human vertebrae threaded onto reed posts 500 years ago in the Chincha Valley...

The 20-million-year-old fossil of a sea creature in the ancient city of Tyana may have been used as a means of payment

22 October 2021

22 October 2021

During the ongoing excavations in the ancient city of Tyana in the Kemerhisar district of Niğde, a 20-million-year-old fossil thought...

Shackled skeleton identified as rare evidence of slavery found in Rutland

7 June 2021

7 June 2021

In Rutland, archaeologists discovered an ‘unusual’ skeleton of a Roman slave, who might have been a criminal sentenced to death....

A 4,500-year-old rope remains were discovered at Turkey’s Seyitömer mound

26 December 2021

26 December 2021

In the rescue excavation carried out in the mound, which is located within the license border of Çelikler Seyitömer Electricity...

Roman era total of 46 early settler burials discovered in Germany

17 September 2023

17 September 2023

Students from Goethe University Frankfurt, in collaboration with the Hesse archeology department at the Darmstadt branch of the State Monument...

A mosaic floor from the 2nd century BC depicting the muse Kalliope was discovered in ancient city of Side, southern Türkiye

24 May 2024

24 May 2024

During the excavations carried out in the ancient city of Side, a mosaic floor from the second century BC, depicting...

Archaeologists uncovered largest Bronze Age burial site of Nitra culture in Czech Republic

19 October 2024

19 October 2024

Archaeologists have uncovered the Nitra culture’s largest Bronze Age burial site near Olomouc in Central Moravia, during their rescue research...

7500-year-old cursed city of Iran

17 March 2023

17 March 2023

Sialk Hills, located in the southwestern part of Kashan city in Iran, was known among the locals as a ‘cursed...