14 January 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

New Study reveals how England’s ‘White Queen’ worshipped a disembowelled saint at the Chapel of St Erasmus

5 December 2022

5 December 2022

A new study reveals the story of how England’s “White Queen”, Elizabeth Woodville, wife of Edward IV, once worshipped at...

A Rare 4th-Century BCE Celtic Brain Surgery (Trepanation) Tool Discovered in Poland

24 October 2025

24 October 2025

Archaeologists in Poland have made a fascinating discovery that sheds new light on Celtic presence and medical practices in ancient...

2,800-Year-Old ‘Pharmaceutical production area’ discovered in ancient Thracian City

19 January 2024

19 January 2024

Archaeologists have unearthed a “pharmaceutical production area” supported by a water source during ongoing excavations in the Thracian Ancient City...

First Major Iron Age Cemetery Discovered in the UAE: A 3,000-Year-Old Burial Site in Al Ain Region

22 April 2025

22 April 2025

A groundbreaking archaeological discovery has emerged from the Al Ain Region of the United Arab Emirates, revealing a 3,000-year-old necropolis...

New Neolithic structure unearthed at Tas-Silġ in Malta

8 October 2021

8 October 2021

Archaeologists excavating at Tas-Silġ in Marsaxlokk have discovered the remains of another Neolithic structure, Heritage Malta said. The discovery substantially...

Intact Bodies of Catalan Nobles Discovered in Santes Creus Monastery

11 March 2024

11 March 2024

A team of archaeologists and anthropologists found the human remains of a dozen members of the Catalan nobility dating back...

1300-year-old baby footprints found in excavations at the ancient city of Assos in western Turkey

3 September 2021

3 September 2021

1300 years ago, a baby stepped on baked bricks prepared to make a bread baking oven. The baby was probably...

A 1,700-year-old trident discovered in Assos ancient city in Türkiye

10 October 2023

10 October 2023

An iron trident, believed to be used for fishing, dating to the 3rd or 4th century A.D. has been discovered...

Underwater Archaeologists discovered World’s Largest and Oldest ancient shipyard on Dana Island, Türkiye

31 October 2023

31 October 2023

The ruins of the world’s largest and oldest ancient shipyard were found in the north of the island of Dana,...

Sensational Discovery: Miniature Gold Box Lock from Roman Era Found

29 January 2025

29 January 2025

The detectorist Constantin Fried has unearthed a miniature gold box lock dating back to the Roman era in Petershagen, located...

Ancient Tomb of Korean Hostage Prince Found in China

21 July 2025

21 July 2025

Chinese archaeologists have uncovered the tomb of Kim Young, a hostage prince from the ancient Korean kingdom of Silla, in...

Jordan’s mysterious ancient wall “Khatt Shebib”

22 October 2022

22 October 2022

The accomplishments of ancient civilizations are typically woefully underappreciated because we stereotype them as primitives who only wore loincloths, and...

The 8,000-year-old Aslantepe in Turkey has been added to the UNESCO World Heritage List

26 July 2021

26 July 2021

The Turkish Foreign Ministry said Monday that a rich, 30-meter-high archaeological mound going back 8,000 years in southern Turkey has...

Türkiye’s Neolithic Settlement Çayönü Hill Discovered New Tombs from Early Bronze Age

4 September 2023

4 September 2023

Archaeologists have unearthed 5 more tombs dating to the Early Bronze Age during the recent excavations on Çayönü Hill in...

Tombs of Queens of Commagene Detected

23 September 2021

23 September 2021

The graves built by Commagene King Mithritades II (36-21 BC) for his mother Isias, his sister Antiokhis, and Antiochis’s daughter...