9 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

Jewel-Rich Elite Child Graves Discovered in Northern Siberia’s Upper Ob Region

13 January 2026

13 January 2026

Archaeologists working in Siberia have identified a series of early medieval child burials containing jewelry, ornate belts, and high-status dress...

Remains of a 5-year-old girl found under Real Alcázar in Spain

9 May 2021

9 May 2021

The body of a five-year-old fair-haired girl who lived in the late Middle Ages and was most likely of noble...

Archaeologists Confirm Fano Discovery as Vitruvius’ Legendary Basilica: A Turning Point for Classical Architecture

20 January 2026

20 January 2026

Archaeologists have officially confirmed that the architectural remains uncovered in the heart of Fano belong to the long-sought basilica designed...

Excavations at Sheffield Castle Reveal the First Surviving Examples of 17th-Century Civil War Abatis

9 March 2025

9 March 2025

Excavations at Sheffield Castle, part of the Castlegate regeneration project by Sheffield City Council, have revealed the first known surviving...

Stone Penis Found in Medieval Spanish ruins Had Violent Purpose

11 June 2023

11 June 2023

Archaeologists found a six-inch stone penis while excavating the Tower of Meira (Torre de Meira) in the city of Ría...

Hebrew University Archaeologists have Unveiled 7,000-year-old Seal İmpressions

10 June 2021

10 June 2021

Israeli archaeologists unveiled a 7,000-year-old clay seal impression used for commerce and protection of property, the Hebrew University of Jerusalem...

Paleontologists have discovered a new species of giant rhino

18 June 2021

18 June 2021

Paleontologists studying in China have found a new species of gigantic rhinoceros, the world’s biggest land animal. According to a...

Unexpected Results Of Ancient DNA Study: Analysis sheds light on the early peopling of South America

3 November 2022

3 November 2022

Around 60,000 years ago, modern humans left Africa and quickly spread across six continents. Researchers can trace this epic migration...

Grave Robbers Left Rare Wooden Treasures in a 2,600-Year-Old Celtic Tomb

15 March 2026

15 March 2026

A remarkable archaeological discovery in southern Germany is shedding new light on early Celtic society. Archaeologists investigating a massive burial...

Ancient Domed Tomb Room Believed to Be 1,800 Years Old Discovered in Adıyaman

30 December 2025

30 December 2025

Archaeologists in Türkiye have uncovered a remarkable domed tomb room in the rural area of Besni, a historic district of...

Traces of a 3,600-year-old settlement have been discovered in Qatar’s desert

8 February 2022

8 February 2022

Researchers looking for underground water sources on the Eastern Arabian Peninsula have accidentally uncovered the outlines of a settlement that...

Hidden Treasure from WWII: 500,000 Phantom Ceramic Coins Found

8 November 2024

8 November 2024

About 500,000 Maboroshi (phantom) ceramic coins manufactured due to metal shortages during World War II were discovered in a warehouse...

South Ockendon’s Belhus Park Golf Course: A Tudor Garden Discovered

15 July 2021

15 July 2021

Under a golf course, the ruins of Tudor and Jacobean gardens were unearthed. Aerial images of Belhus Park Golf Course...

Newly Discovered 4,000-Year-Old Elamite Relief in Iran Depicts a King Praying to the Sun and Justice God

7 October 2025

7 October 2025

Archaeologists in Iran have unveiled what appears to be the smallest known Elamite rock relief ever discovered — a modest...

Israeli researchers uncover earliest evidence silver used as currency in Levant

9 January 2023

9 January 2023

On Sunday, Israeli archaeologists revealed that they had found the earliest proof of silver being used as money in the...