26 December 2025 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

An Ancient Building and Gold Artifacts Found in the Ancient Greek City of Rypes in Achaea

10 December 2024

10 December 2024

Recent excavations on the Trapezá plateau, eight kilometers southwest of the city of Aigio in the Peloponnese, have uncovered an...

A 2,000-Year-Old Mystery Unlocked: Scholar Cracks the “Cryptic B” Writing of the Dead Sea Scrolls

13 December 2025

13 December 2025

For over seventy years, one of the last undeciphered writing systems of the Dead Sea Scrolls—known as Cryptic B—has puzzled...

1900 years old a Customs Inscription from the Lycian civilization reveals Anatolia’s strategic importance in maritime trade

16 September 2023

16 September 2023

A Customs Inscription from the Lycian civilization, located in Andriake port in the southern province of Antalya’s Demre district, tells...

Alexander the Great’s Sacred Purple Tunic Found in a 2,400-year-old Macedonian Tomb?

29 October 2024

29 October 2024

Archaeologists have found a sacred chiton (tunic) in a 2400-year-old royal tomb in the Macedonian city of Vergina in northern...

Otto the Great’s Tomb Marble Did Not Come from Italy or Greece, New Research Reveals

19 December 2025

19 December 2025

A major archaeological discovery in Germany is reshaping long-held assumptions about one of Europe’s most iconic imperial monuments. The tomb...

6,500-Year-Old Neolithic Circular Enclosures Discovered in Rechnitz, Austria

10 September 2025

10 September 2025

Rechnitz, Burgenland (southeastern Austria, near the Hungarian border) – Archaeologists have uncovered extraordinary traces of Neolithic life dating back more...

The Colchester Vase: New Analyses Uncover Evidence of Gladiatorial Combat in Roman Britannia

23 February 2025

23 February 2025

The Colchester Vase, dating back to A.D. 160–200, is not just a ceramic artifact; it is considered a unique graphic...

A 2,000-year-old monumental Roman villa Found Under a Seaside May Be Pliny the Elder’s house

23 January 2024

23 January 2024

Researchers have discovered the remnants of a massive Roman villa thought to have ties to Pliny the Elder while working...

Rare 2,800-year-old Assyrian Scarab Seal-Amulet Found in Tabor Nature Reserve

12 February 2024

12 February 2024

A hiker in northern Israel found a rare scarab seal-amulet from the First Temple period on the ground in the...

Archaeologists unearth the long-lost homestead of King Pompey in Lynn

3 July 2024

3 July 2024

Archaeologists from the University of New Hampshire (UNH) and a historian from Northeastern University believe they might have found the...

Roman-era chambers and clay offering vessels found in Antiocheia Ancient City, in southern Turkey

24 October 2022

24 October 2022

During excavations in southern Turkey’s ancient city of Antiocheia, archaeologists discovered late Roman-era chambers and clay offering vessels. Antakya, better...

7,000-Year-Old Alutiiq Villages Discovered on Alaska’s Shuyak Island

3 July 2025

3 July 2025

A recent archaeological survey led by the Alutiiq Museum has revealed significant discoveries on Shuyak Island, part of the Kodiak...

How Evolutionary Biology Is Reshaping Our Understanding of the New Testament: The Case of the Missing ‘Son of God

5 August 2025

5 August 2025

In the remote wilderness of Egypt’s Sinai Peninsula, a forgotten room revealed one of the most significant biblical manuscript discoveries...

China’s 4300-Year-Old Ancient Pyramids

26 March 2021

26 March 2021

Shaanxi Province in Northwest China is famous for its rich archaeological treasures. Among the many sites discovered in Shaanxi, the...

Rare Bronze Celtic Warrior Figurine Discovered in Germany

15 August 2025

15 August 2025

Archaeologists in Manching, Bavaria, have made a groundbreaking discovery that offers unprecedented insight into the daily life, craftsmanship, and religious...