16 December 2025 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

An Ancient Large Clay Vessel “Hum” 1.75 Meters High Unearthed in Kyrgyzstan

9 March 2024

9 March 2024

During recent archaeological excavations in the town of Uzgen in the Osh province of Kyrgyzstan, a 1.75-meter-high clay vessel known...

A Neolithic Ornate Necklace with Over 2,500 Stones found in a Child’s Grave

3 August 2023

3 August 2023

An ornate necklace found in a child’s grave in ancient Jordan about 9,000 years ago provides new insights into the...

Archaeologists have discovered another exceptional find in Mérida

12 August 2023

12 August 2023

In Mérida, Spain, archaeologists recently discovered an “enormous” Roman bath. But it is that inside these baths, in the area...

Ground-penetrating radars reveal hidden passages, described in Leonardo’s drawings

16 January 2025

16 January 2025

As part of a PhD thesis, an innovative technological investigation conducted by the Politecnico di Milano, in collaboration with the...

New ancient ape from Türkiye challenges the story of human origins

2 September 2023

2 September 2023

A recently discovered fossilized ape from a site in Turkey that is 8.7 million years old is inspiring scientists to...

World’s Oldest Evidence of Wick Use Discovered in 4,000-Year-Old Lamps in Israel

31 August 2025

31 August 2025

Archaeologists in Israel have uncovered one of the oldest known pieces of evidence for wick use in the world—4,000-year-old textile...

Persian plateau unveiled as crucial hub for early human migration out of Africa, study suggests

29 March 2024

29 March 2024

60,000 to 70,000 years ago, our species Homo sapiens walked out of Africa and began to find new homes around...

Unveiling a Roman Settlement Beyond the Empire: New Discoveries in Delbrück-Bentfeld, Germany

6 April 2025

6 April 2025

Recent archaeological excavations in Delbrück-Bentfeld, located in northwestern Germany, have revealed significant evidence of a Roman settlement that existed beyond...

‘Australia’s silk road’: the quarries of Mithaka Country dating back 2100 years

4 April 2022

4 April 2022

In Queensland’s remote Channel Country of red dirt and gibber rock, traditional owners and archaeologists have unearthed what researchers have...

A 2,000-Year-Old Shoe Discovered in a German Bog

22 June 2021

22 June 2021

Archaeologists discovered a leather shoe that had been lost in a bog for 2,000 years and believe it may have...

1000-year-old Cats and Babies mummies of Turkey’s

30 March 2022

30 March 2022

Cat, baby, and adult mummies in Aksaray, which took its place in history as Cappadocia’s gateway to the west on...

2700-year-old Ancient Blacksmith Workshop Unearthed in Oxfordshire

6 February 2024

6 February 2024

Archaeologists have uncovered a “master blacksmith’s” Iron Age workshop in South Oxfordshire, a local government center in the ceremonial county...

Scientists discover traces of paint on the Parthenon Sculptures that reveal their true colours

12 October 2023

12 October 2023

Recent research on the Parthenon Sculptures has found traces of the original paint used to decorate the Parthenon Sculptures, revealing...

‘Mysterious’ inscription on ancient Dacia sphinx is deciphered

3 January 2024

3 January 2024

The mystery of the inscription on the bronze sphinx statue discovered in the early 19th century was solved 200 years...

9 Relics of Neanderthal Found in The Guattari Cave

8 May 2021

8 May 2021

Archaeologists in Italy have discovered the remains of nine Neanderthals who were reportedly killed and mauled by hyenas in their...