26 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

Altar site for Greek goddess Demeter unearthed in Turkey’s ancient city of Blaundus

21 December 2021

21 December 2021

An altar site for the Greek goddess Demeter was unearthed during the ongoing excavations in the ancient city of Blaundus,...

Petra’s Hidden Engineering: Rare 116-Meter Lead Pipeline Discovered in Nabataean Aqueduct System

7 February 2026

7 February 2026

In the rose-red cliffs of Petra, water was never just a necessity. It was power, prestige—and engineering brilliance carved directly...

Rare Tales of Merlin and King Arthur Found in 13th Century Manuscript

17 April 2025

17 April 2025

In a remarkable discovery, a fragile manuscript fragment dating back to the 13th century has been found hidden within the...

An Egyptian Tomb Decorated with Magic Snake Spells Discovered

9 November 2023

9 November 2023

During excavations at Abusir, between Giza and Saqqara, archaeologists at the Czech Institute of Egyptology (CIE) found an ancient tomb...

Vampires Were Born Here: The Forgotten Serbian Village Behind the World’s Oldest Vampire Legend

18 July 2025

18 July 2025

Picture a quiet Balkan village at dusk: the sun dips behind dense forests, mist curls around forgotten gravestones, and the...

2000-year-old glass treasure in Roman shipwreck discovered by an underwater robot in Mediterranean

24 July 2023

24 July 2023

The Italian-French mission recovered a selection of glassware and raw glass blocks from the Roman shipwreck located at a depth...

5,500-Year-Old Settlement Discovered on Lake Titicaca’s Island of the Sun, Bolivia—Far Earlier Than Thought

19 March 2026

19 March 2026

A windswept island in the middle of Lake Titicaca—long revered as a sacred landscape in Andean cosmology—has just yielded evidence...

Unexpected Origins of Mysterious Mummies Buried in Boats in a Chinese Desert

17 February 2024

17 February 2024

In 1990, hundreds of mummified bodies were found buried in boats in an inhospitable desert area in the Xinjiang Uyghur...

10,500-year-old stone Age Hunter-Gatherer settlement found in England

20 January 2023

20 January 2023

A team of archaeologists from the University of Chester and Manchester has discovered a stone age Hunter-Gatherer settlement during excavations...

Prehistoric Settlement Unearthed in Ogovo: Remarkable New Archaeological Discoveries in Belarus

14 August 2025

14 August 2025

Recent archaeological research in Belarus has unveiled insights into the country’s prehistoric past. A series of excavations and underwater studies,...

Archaeologists discover innovative 40,000-year-old culture in China

2 March 2022

2 March 2022

Ancient hunter-gatherers living in what is now China may have been the first people in East Asia to process mustard...

Ancient Tomb of Nomadic Horse Lord Yields Untouched Treasures and Weapons

2 May 2025

2 May 2025

A remarkable archaeological discovery near Grozny has unearthed an undisturbed Alanian tomb dating back over two millennia, revealing a wealth...

Two unique mid-14th-century shipwrecks discovered in Sweden

22 April 2023

22 April 2023

During an archaeological dig in western Sweden this summer, the remains of two medieval merchant vessels known as cogs were...

Dingoes were regarded as “almost human” in pre-colonial Australia

21 October 2023

21 October 2023

When it comes to Australia’s wild dingoes, the phrase “a dog is a man’s best friend” takes on new meaning....

New finds in ancient Rome’s Pompeii show ‘conditions of precarity and poor hygiene, in which people of lower status lived during that time

20 August 2023

20 August 2023

Archaeologists have discovered a small bedroom in Civita Giuliana villa near Pompeii that was almost certainly used by slaves, throwing...