2 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

The human remains dating back 10,000 years unearthed in Vietnam

15 November 2023

15 November 2023

In Ha Nam Province, northern Vietnam, skeletal remains dating back 10,000 years have been discovered. This is marking the oldest...

Three Strange Skull Modifications Discovered in Viking Women

31 March 2024

31 March 2024

In recent years, research has provided evidence for permanent body modification in the Viking Age. The latest of these investigations...

The circular-shaped structure unearthed in Uşaklı mound may point to the holy Hittite city of Zippalanda

27 December 2022

27 December 2022

Italian-Turkish team of archaeologists led by the University of Pisa unearthed a mysterious circle-shaped structure from the Hittite era at...

The oldest meerschaum artifact found in Anatolia; of Çavlum Seal

18 July 2021

18 July 2021

The stamp seal unearthed during the rescue excavations of Çavlum Village on the Eskişehir Alpu Plain is the oldest meerschaum...

Paleonursery offers a detailed glimpse at life 518 million years ago

6 July 2021

6 July 2021

Fossilized specimens of thousands of undersea animals buried under a sedimentary avalanche 518 million years ago have been found near...

Unique Heart-Shaped Jesuit Ring from 1700s at Fort St Joseph, Michigan

18 September 2022

18 September 2022

An archeology student from the Fort St. Joseph Archeology project at Western Michigan University has uncovered a unique heart-shaped Jesuit...

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...

The biblical narrative of Sodom may have been inspired by a cosmic meteorite that devastated an ancient city

21 September 2021

21 September 2021

The Bible account of Sodom’s destruction lies at the heart of classic “fire and brimstone” judgment day prophesies. But what...

Archaeologists discovered a sunken prehistoric fort in Clew Bay island

1 April 2024

1 April 2024

A sunken prehistoric fort has been discovered on Clew Bay island off the north Mayo coast, Ireland. It has been...

Excavations in Poland uncover Goth graves filled with ornate jewellery

17 August 2023

17 August 2023

A 2,000-year-old Goth burial site filled with ancient jewels has been discovered in Wda Landscape Park (Wdecki Park Krajobrazowy) near...

7,000-Year-Old Human Footprints in Anatolia: Unearthed at Hatay’s Tell Kurdu Höyük

30 September 2025

30 September 2025

In a rare and captivating discovery, archaeologists have uncovered ancient human footprints dating back approximately 7,000 years at the site...

The DNA of 4000-years-old hazelnut shells found in Kültepe

11 November 2023

11 November 2023

Excavations conducted ten years ago at the archaeological site of Kültepe Kanesh Karum, which dates back 6,000 years and is...

A Rare Mosaic from the Villa of the Amazons Shows Nile Imagery in Late Roman Anatolia

2 February 2026

2 February 2026

Archaeologists studying the ancient city of Edessa have uncovered striking new insights into Late Antique art through a richly decorated...

Lost Medieval Synagogue Unearthed: Foundations of a Major Jewish Center Rediscovered in Southern Germany

14 September 2025

14 September 2025

Archaeologists have uncovered the long-lost remains of one of the most important medieval Jewish centers in southern Germany. Excavations at...

Structures in Turkey’s Panaztepe pointing out a 5,000-year-old settlement found

8 November 2021

8 November 2021

In the 5000-year-old Panaztepe settlement located in the Menemen district of Izmir, structures thought to belong to the oldest period...