10 April 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

Unique 2,000-Year-Old Hillfort Discovered in Estonia Features Unusual Rampart System

1 April 2026

1 April 2026

A newly discovered 2,000-year-old hillfort in Estonia is rewriting history with its one-of-a-kind rampart system. Archaeologists reveal a short-lived settlement...

Ancient stone grenades discovered at Badaling Great Wall in Beijing

16 October 2023

16 October 2023

Chinese archaeologists have unearthed 59 ancient stone grenades from the ruins of a building in the western section of the...

Archaeologists Unearth a 400-Year-Old Glass Phallus in a Former Convent Latrine

7 January 2026

7 January 2026

When archaeologists excavated the remains of a former convent complex in the German town of Herford, they expected the usual...

The Americas’ oldest known bead discovered near Douglas, Wyoming

9 March 2024

9 March 2024

Archaeologists have discovered the oldest known bead in the Americas at the La Prele Mammoth site in Converse County, United...

An extremely Rare Half-Shekel Coin From Year Three of the Great Revolt discovered

21 December 2022

21 December 2022

Recent excavations by archaeologists from the Hebrew University in the Ophel area south of the Temple Mount uncovered the remains...

Archaeologists find rare treasure in Suzdal of Russia

15 August 2021

15 August 2021

The twentieth season of fieldwork brought an unexpected discovery to the Institute of Archeology of the Russian Academy of Sciences....

Unique 2700-year-old mosaics unearthed in illegal excavations

17 November 2021

17 November 2021

Two 2700-year-old mosaics, which are thought to belong to a Roman rich man and symbolize magnificence, were found in a...

Saxon ‘London’ was Bigger Than Previously Believed

23 February 2024

23 February 2024

Archaeologists digging at the northern end of Trafalgar Square found evidence that Saxon London’s center was bigger and extended further...

5000-year-old fingerprint found in Orkney pottery

23 April 2021

23 April 2021

Fingerprints were found on a pottery dating back 5,000 years in the Orkney archipelago, located in the northern region of...

What Did Mummies Smell Like in Ancient Egypt? The Surprisingly Pleasant Results Revealed

1 April 2025

1 April 2025

A groundbreaking study led by researchers from University College London’s Institute for Sustainable Heritage and the University of Ljubljana has...

Kevenli Castle Reveals Van’s Largest Ancient Urartian Storage Center – 76 Pithoi Marked with Cuneiform Measurements Found

7 September 2025

7 September 2025

Excavations at the ruins of Kevenli Castle in Van’s İpekyolu district have brought to light the largest known storage center...

Ancient necropolis of stillborn babies and very young children found in Auxerre, France

8 June 2024

8 June 2024

A team from INRAP, France’s national archaeology and preservation agency, unearthed a necropolis dedicated to stillborn and very young children...

Archaeologists Unearth 78,000-Year Oldest Human Burial

5 May 2021

5 May 2021

A 78,000-year-old group of bones discovered at the mouth of a Kenyan coastal cave constitutes the oldest recorded formal human...

Archaeologists Discovered Medieval Silver Communion Set and 70 Silver Coins in Hungary

16 June 2024

16 June 2024

A 14th-century silver communion set (chalice and wafer holder) and a treasure trove of 70 silver coins were discovered in...

2,000-year-old unique luxury Roman villa with “underfloor heating” found in Germany

3 November 2022

3 November 2022

A luxury Roman villa with a thermal bath and underfloor heating has been unearthed in Kempten, Bavaria, one of the...