6 February 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

1,800-Year-Old Roman Victory Goddess Relief Discovered Near Hadrian’s Wall at Vindolanda Fort

21 May 2025

21 May 2025

A rare and symbolically powerful Roman sandstone relief depicting Victoria, the goddess of Victory, has been unearthed at the Vindolanda...

Climate has influenced the growth of our bodies and our brain

8 July 2021

8 July 2021

Over 300 fossils from the genus Homo have been measured for body and brain size by an interdisciplinary team of...

Golden Tongues and Nails discovered on mummies from the Ptolemaic Period in Egypt

18 December 2024

18 December 2024

Archaeologists have uncovered tombs decorated with colorful inscriptions and ritual scenes, as well as unusual mummies and unique funerary objects,...

Royal Shipwreck From 17th century Is discovered Off the Coast of England

11 June 2022

11 June 2022

Off the coast of England, a royal shipwreck has been unearthed. The Gloucester, one of the most renowned ships of...

International Sand Sculpture Festival Opens with the Theme “The Lost City of Atlantis”

6 May 2021

6 May 2021

The 16th edition of the International Sand Sculpture Festival (SANDLAND) has begun in Turkey’s Mediterranean resort city of Antalya. Every...

Archaeologists Uncover a 2,300-Year-Old Fortress City in Uzbekistan’s Kashkadarya Oasis

23 November 2025

23 November 2025

The windswept hills of Uzbekistan’s Kashkadarya Oasis, long known as one of the cradles of human settlement in Central Asia,...

An ancient necropolis and coins discovered in Kastel Fortress, a national monument of Bosnia and Herzegovina

11 November 2024

11 November 2024

During excavations at Kastel Fortress, the national monument of Bosnia and Herzegovina, students and professors of Archaeology and History found...

Medieval Rye: From Humble Weed to Powerful Staple – New Study Reveals Surprising Farming Secrets

27 May 2025

27 May 2025

Discover how medieval rye cultivation was far more advanced than previously believed. New research reveals intensive farming and fertilizing techniques...

The Oldest Semicircular Classroom in the Greek World Unearthed in Sicily

21 April 2025

21 April 2025

In a remarkable archaeological breakthrough in southern Sicily, an international team of researchers has uncovered an extraordinary ancient classroom that...

Turkish researchers use Artificial Intelligence to read cuneatic Hittite tablets

9 January 2023

9 January 2023

Thanks to a project implemented in Türkiye, 1,954 ancient Hittite tablets are being read for the first time using artificial...

Digital Pathways to the Hittite World – AI Meets Ancient Anatolia

29 October 2025

29 October 2025

A groundbreaking project is opening new digital routes to the ancient world of the Hittites. Under the title “Digital Pathways...

AI Unlocks Ancient Secrets: Dead Sea Scrolls May Be Centuries Older Than Previously Thought

8 June 2025

8 June 2025

New research blends cutting-edge artificial intelligence with advanced radiocarbon dating and offers a transformative perspective on the origins of the...

UK’s Oldest Hospice Discovered: Anglo-Saxon Monastery Unearthed in Cookham Reveals Early Medical Care

11 August 2025

11 August 2025

An extraordinary archaeological discovery in Cookham, Berkshire, is rewriting our understanding of healthcare in early medieval England. Unearthed behind the...

An Elamite inscription attributed to Xerxes the Great was found at Persepolis

26 February 2022

26 February 2022

During the classification and documentation project of inscribed objects and fragmentary inscriptions in the Persepolis Museum reserves, experts discovered a...

World’s Oldest Architectural House Model from 12,000-Year-Old Çayönü Hill Now on Display in Türkiye

6 July 2025

6 July 2025

Unearthed at the 12,000-year-old Çayönü Hill, the world’s oldest architectural house model is now on display at the Diyarbakır Museum,...