11 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

Underfloor Heating System Discovered in 1,700-Year-Old Roman Bath

25 August 2025

25 August 2025

Archaeologists in eastern Türkiye have uncovered a 1,700-year-old Roman bathhouse equipped with an advanced underfloor heating system, shedding new light...

Manuscript Portal Brings Medieval Manuscripts from Greifswald Online

24 April 2024

24 April 2024

Greifswald’s oldest books can be accessed digitally via another new portal. The Manuscript Portal (HSP) is the central online portal...

A First in Denmark: Rare 4th Century Roman Helmet and Chainmail Found

3 February 2025

3 February 2025

Archaeologists have recently unearthed a massive stockpile of weapons near Hedensted, Denmark, buried 1,500 years ago by an ancient chief....

60-million-year-old Snail Fossil Found in southern Turkey

22 May 2021

22 May 2021

A snail fossil dating to the age of 60 million was found in Mersin’s Toroslar district. The snail fossil discovered...

Archaeologists Uncover Previously Unknown Large-Scale Prehistoric Hunting Architecture in Europe

16 October 2025

16 October 2025

In a stunning discovery that reshapes our understanding of prehistoric Europe, archaeologists have uncovered monumental stone hunting megastructures hidden in...

The oldest meerschaum artifact found in Anatolia; of Çavlum Seal

18 July 2021

18 July 2021

The stamp seal unearthed during the rescue excavations of Çavlum Village on the Eskişehir Alpu Plain is the oldest meerschaum...

A woman in the Czech Republic found a medieval jackpot during a walk

29 May 2024

29 May 2024

A woman walking in the town of Kutná Hora in the Central Bohemian Region of the Czech Republic found a...

Ancient Pottery Find at Megiddo May Corroborate Biblical Battle and Hint at “Gog and Magog” Narrative

27 April 2025

27 April 2025

Archaeological excavations at the ancient site of Megiddo in northern Israel, also known as “Armageddon,” have unearthed a significant amount...

Archaeologists discovered 22 mummies wrapped in bundles, mainly children and newborns in Peru

7 December 2023

7 December 2023

The mummified burials of 22 people, mostly young children and newborn babies, were found in the Peruvian town of Barranca...

Ancient Fish Traps in Denmark Challenge the Neolithic Revolution Narrative and Rewrite Stone Age History

1 July 2025

1 July 2025

A stunning archaeological discovery on the Danish island of Lolland is transforming our understanding of the Neolithic transition. Researchers from...

Bronze Age Petroglyphs discovered in Kazakhstan

1 May 2024

1 May 2024

Volunteers in Kazakhstan have discovered new petroglyphs from the Bronze Age. The rock carvings were found by volunteers of the...

A Treasure-Laden Burial Chamber Found Hidden Among Terracotta Army

7 June 2024

7 June 2024

Qin Shi Huang was the first emperor of China, and his tomb is renowned for being guarded by an army...

Alexander the Great’s Sacred Purple Tunic Found in a 2,400-year-old Macedonian Tomb?

29 October 2024

29 October 2024

Archaeologists have found a sacred chiton (tunic) in a 2400-year-old royal tomb in the Macedonian city of Vergina in northern...

Anthropologists discovered a bone in the Grotte du Renne cave in France that could indicate the presence of a previously unknown lineage of Homo sapiens

9 August 2023

9 August 2023

A bone discovered in the Grotte du Renne cave in France may represent the existence of a previously unknown lineage...

4000-year-old sword found in Finland

12 October 2021

12 October 2021

A Bronze Age sword dating back as far as 1700 B.C.was discovered broken in items in Finland this previous summer...