11 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

Two Deep Ritual Wells Sealed with 3100-year-old Calcium Carbonate Discovered on Greek Island

6 August 2024

6 August 2024

Aerial photographs of the “Kotroni” Lakithra region, strategically located on the island of Cephalonia, west of the Greek mainland, revealed...

Rare Ancient Bone Game found in Israel “Astragali”

18 August 2022

18 August 2022

Archaeologists have found a rare assemblage of animal knucklebones known as astragali used in ancient Greek games and divination in...

The latest excavations in the ancient city of Dülük will shed light on the history of different religions

11 October 2021

11 October 2021

It is thought that the ancient city of Dülük, one of the 25 oldest settlements in the world, will shed...

Ancient city site unearthed in Central China produces fortune-telling relics

8 February 2024

8 February 2024

Bone slips used for “fortune-telling activities” and “ancient sacrificial ceremonies” were unearthed during excavations at an archaeological site in Puyang,...

Archaeologists found gold coins from the time of Justinian the Great in Northern Bulgaria

3 September 2024

3 September 2024

Archaeologists have discovered five gold coins dating from the reign of Justinian the Great (483-565) in Debnevo, the largest village...

Rare Scandinavian Chain Unearthed by Archaeologists in Novorzhev District, Russia

14 August 2025

14 August 2025

Archaeologists have discovered a remarkably well-preserved Scandinavian-style chain during excavations in the southeastern part of the Gorozhane settlement in the...

Archaeologists found 5 unique sculptures representing the Kakatiya art style in Siddipet

19 July 2021

19 July 2021

13th-century statues were found near a temple tank in the Siddipet district in the northern province of Telangana, India. On...

Treasure of 1,290 Ancient Roman Coins Discovered by Amateur Archaeologist in Switzerland

16 April 2022

16 April 2022

An amateur archeologist has found a big treasure trove of over 1,290 priceless, ancient Roman coins dating back to the...

2,700-year-old Unique Rock Tombs Disappear

18 July 2023

18 July 2023

The 2,700-year-old rock tombs, unique in Turkey, in the Taşköprü district of Kastamonu are in danger of extinction due to...

Ancient Hittite Archives Unearthed at Kayalıpınar: 56 Cuneiform Tablets and 22 Seal Impressions Found

18 September 2025

18 September 2025

Archaeologists excavating the ancient Hittite city of Kayalıpınar (ancient Šamuḫa) in Sivas province have uncovered a remarkable collection of 56...

Extraordinary Discovery of a Unique Painted Tomb in Tarquinia’s Etruscan Necropolis

1 February 2025

1 February 2025

Exceptional discovery in the necropolis of Tarquinia, located near the western coast in central Italy, north of Rome (a UNESCO...

Croatia’s Zadar Reveals a Massive Roman Necropolis Used Continuously for 500 Years Beneath Its Streets

23 March 2026

23 March 2026

Beneath the modern urban fabric of Zadar, archaeologists are uncovering compelling new evidence that confirms the existence of a massive...

Rare Astrolabe Discovered in Verona Sheds Light On Islamic, Jewish, and Christian Scientific Exchange

6 March 2024

6 March 2024

An eleventh-century rare astrolabe bearing Arabic and Hebrew inscriptions was recently discovered in a museum in Verona, Italy. It dates...

A 4,500-year-old rope remains were discovered at Turkey’s Seyitömer mound

26 December 2021

26 December 2021

In the rescue excavation carried out in the mound, which is located within the license border of Çelikler Seyitömer Electricity...

Ancient Roman Breakwater Discovered Underwater in Misenum: Sculptures and Architecture Reused to Tame the Sea

27 June 2025

27 June 2025

An underwater excavation off the coast of Bacoli, in southern Italy, has uncovered a remarkable Roman-era breakwater built from reused...