14 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

Sixth-Century Sword Unearthed in Anglo-Saxon Cemetery near Canterbury, England

28 December 2024

28 December 2024

A spectacular sixth-century sword has been unearthed in an Anglo-Saxon cemetery in southeast England, and archaeologists say it is in...

Papal bull discovered in a former cemetery dated to the 14th century

10 May 2023

10 May 2023

A medieval bull found in 2021 in Budzistów village (Kołobrzeg district), Poland has been restored and placed on display in...

Researchers Unearthed the First Known Neanderthal Footprints in Portugal

16 July 2025

16 July 2025

New tracksites reveal how Neanderthals navigated Portugal’s ancient dunes 80,000 years ago In a groundbreaking discovery, researchers have unearthed the...

A First! This Study on Pregnancy in the Viking Age Illuminates Warrior Women and the Fate of Babies

14 May 2025

14 May 2025

A groundbreaking interdisciplinary study by Viking experts from the Universities of Nottingham and Leicester has shed new light on the...

Rare Anglo-Saxon Gold and Garnet Artifacts Discovered in Wiltshire

12 May 2025

12 May 2025

A breathtaking discovery in the southwestern English county of Wiltshire has captivated archaeologists and metal detecting enthusiasts alike. Two detectorists,...

Chinese Paleontologists discovered a 170-million-year-old flower

29 March 2023

29 March 2023

Chinese paleontologists discovered fossils of an ancient plant dating back approximately 170 million years. The Chinese Academy of Sciences Nanjing...

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...

Archaeologists unearth the remains of three dozen headless people at a stone age settlement in Vráble, Slovakia

25 September 2022

25 September 2022

Archaeologists have unearthed a mass grave containing the remains of about three dozen headless bodies of people at a settlement...

Discovery Shedding Light on Ancient Maritime Trade: 1,500-Year-Old Trade Shipwreck Found off Türkiye’s Ayvalık

21 December 2024

21 December 2024

‘Turkish Sunken-Ships Project: Blue Heritage’, a 1500-year-old trade shipwreck was found off the coast of Ayvalık district of Balıkesir. Under...

A stone bathtub, which is considered to be the first example of ‘water birth’, was found in Ani Ruins

7 September 2022

7 September 2022

A stone tub was found in the large bath, whose birth was mentioned in a work by the Turkish scholar...

Archaeologists discover 1,300-year-old ski trapped in Norwegian ice

6 October 2021

6 October 2021

The melting of an ice sheet in Norway has uncovered a pair of remarkably well-preserved skis that had been undisturbed...

Using Algorithms, Researchers Reassemble Jewish Text Lost Centuries Ago

27 January 2022

27 January 2022

Using new technology, researchers were able to comb a 19th-century text for the original study of a Bible interpretation attributed...

Extraordinary 27,000-Year-Old Gravettian Female Figurine Head Discovered at Amiens-Renancourt, Northern France

9 July 2025

9 July 2025

Recent archaeological excavations at the Amiens-Renancourt 1 site in northern France have unveiled an extraordinary Gravettian-era female figurine head, dating...

Collectors In The Prehistoric World Recycled Old Stone Tools To Preserve The Memory Of Their Ancestors

16 March 2022

16 March 2022

A first-of-its-kind study at Tel Aviv University asks what drove prehistoric humans to collect and recycle flint tools that had...

460-Year-Old Wooden Hunting Bow Found in Alaska’s Lake Clark

11 March 2022

11 March 2022

In late September 2021, National Park Service employees made an unlikely discovery in Lake Clark National Park and Preserve in...