2 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

A rare Roman cornu mouthpiece found at Vindolanda

23 September 2022

23 September 2022

Just south of Hadrian’s Wall, archaeologists have discovered an extremely rare Roman cornu mouthpiece beneath the remains of the ancient...

New suspect in greatest act of vandalism in the history of dinosaur study

29 May 2023

29 May 2023

Researchers from the University of Bristol are rewriting the history of paleontology’s darkest and most bizarre event. Vandals with sledgehammers...

The new study presents evidence suggesting the use of threshing sledges in Neolithic Greece as early as 6500 BCE, about 3000 Years Earlier than Previously Thought

17 May 2024

17 May 2024

The threshing sledges, which until a few decades ago was used in many Mediterranean countries from Turkey to Spain to...

Deer stone discovered in Kyrgyzstan

10 April 2023

10 April 2023

A deer stone was found in the Tarmal-Sai settlement in the Kochkor district of the Naryn region in eastern Kyrgyzstan....

How Was the Life of Teenager in Ancient Times?

1 March 2021

1 March 2021

Youth is the same in every era. Not so hard to guess. How was your life as a teenager? You...

In Peru, Archaeologists Discovered an Ancient Dance Floor that can Imitate Rumbling of Thunder

21 July 2023

21 July 2023

Archaeologists have discovered an ancient “sounding” dance floor in Peru that was designed to create a drum-like sound when stepped...

The International Congress of Hittitology will be held in Istanbul for the first time in its history

29 December 2021

29 December 2021

The International Congress of Hittitology, which has been held every three years since 1990, was postponed for one year due...

Turkey Adds New Sites to UNESCO World Heritage Tentative List

30 April 2021

30 April 2021

Two additional cultural objects have been added to Turkey’s World Heritage Tentative List, bringing the total number of cultural assets...

In Cyprus, an important early Christian site has been discovered

12 September 2021

12 September 2021

An important Christian settlement was discovered with mosaics bearing clear inscriptions in Greek during the excavations carried out by the...

Britain’s First Discovery of Its Kind: A 2,000-Year-Old Carnyx and Boar Standard Unearthed in Norfolk

7 January 2026

7 January 2026

A groundbreaking archaeological discovery in Norfolk has revealed one of the most complete Iron Age war trumpets ever found in...

A Stunning Taş Tepeler Discovery: 12,000-Year-Old Human Faces Emerge from Sefertepe

26 November 2025

26 November 2025

A stunning discovery at Sefertepe reveals 12,000-year-old carved human faces and a rare double-sided serpentinite bead, offering new insight into...

In the Mediterranean Oldest Hand-Sewn Boat is Preparing for its Next Journey

25 January 2024

25 January 2024

The oldest hand-sewn boat in the Mediterranean was discovered in the Bay of Zambratija near Umag on Croatia’s Istrian peninsula....

Hidden Air-Filled Chambers Detected in Menkaure Pyramid May Indicate Lost Entrance

12 November 2025

12 November 2025

Researchers from Cairo University and the Technical University of Munich (TUM) have made a groundbreaking discovery within the Pyramid of...

Archaeologists in northern Spanish have discovered what they believe to be the oldest Basque language text

15 November 2022

15 November 2022

Archaeologists have discovered what they believe to be the oldest Basque language text, on  Irulegi archaeological site, near the Aranguren...

Astonishing Find in the Czech Republic: Hikers Discover a 3.7 Kilogram Serbian/Bosnian Gold Treasure

29 April 2025

29 April 2025

A leisurely hike on the slopes of Zvičina Hill in the Czech Republic turned into an extraordinary discovery for two...