AI Unlocks 2,000-Year-Old Herculaneum Scrolls Buried by Mount Vesuvius

Two thousand letters from a scroll that nobody has read in nearly two thousand years.
The winning team used machine learning to decode ancient ink invisible to the human eye, revealing philosophical text from Herculaneum.
Mark

So these scrolls have been sitting in Naples for centuries, and nobody could read them until now. What was stopping people?

Mimi

The heat from the eruption carbonized the papyrus—turned it into brittle, blackened material. Most scrolls either crumbled into thousands of pieces or stayed sealed and rolled up. The ink itself became nearly invisible, even under X-ray. You couldn't just unroll them like a modern document.

Luke

But some scrolls were unrolled by a monk, right? So it's not like the problem was completely unsolvable.

Mimi

True, but that took decades of work for just a handful of scrolls. A classical studies professor estimated the full collection could take five hundred years to decipher that way. The Vesuvius Challenge was launched to find a faster method.

Mark

And the winning team used artificial intelligence to read the ink. How does that actually work?

Mimi

They trained machine-learning algorithms on 3D X-ray scans of the papyri. The AI learned to recognize the chemical signature of the ancient ink, even though it's invisible to the human eye. Once trained, it could identify inked regions and decode the text.

Luke

So the AI isn't reading the ink directly—it's detecting chemical differences that the X-rays captured but that human eyes can't see.

Mimi

Exactly. The technique was pioneered by Brent Seales at the University of Kentucky, but his team needed more computing power and more data to scale it up. That's why they launched the competition.

Mark

What did they actually find when they read the scroll?

Mimi

Philosophical writing by Epicurus or one of his followers, discussing pleasure, music, and food. The author also critiques rival philosophers—probably Stoics—for having nothing to say about pleasure.

Luke

And this is from a scroll that's been sealed for nearly two thousand years.

Mimi

Yes. Fifteen columns of text that nobody has read since before the eruption.

Mark

What happens next?

Mimi

The same technique can be applied to the 270 remaining sealed scrolls in Naples. Potentially years of work instead of centuries.

  • Nearly 270 ancient scrolls have sat unread in a Naples library for centuries — their contents carbonized, fragile, and invisible even under X-ray, with traditional methods projected to take 500 years to decipher them all.
  • The Vesuvius Challenge transformed an archaeological impasse into an open competition, offering a million dollars in prizes and inviting the global scientific community to solve what specialists alone could not.
  • Three students — one American, one Egyptian, one Swiss — trained AI on high-resolution 3D scans until the machine could detect the faint chemical ghost of ancient ink pressed into charred papyrus.
  • Their model unlocked 2,000 letters from a single sealed scroll, surfacing Epicurean arguments about pleasure, music, and the good life — substantive philosophy, not fragments, written by the philosopher Philodemus.
  • Papyrologists who spent careers on these texts called the technique revolutionary, and the same method now stands ready to be applied to every remaining sealed scroll — compressing centuries of projected labor into years.

Beneath the ash of Mount Vesuvius, a Roman villa held nearly a thousand papyrus scrolls in carbonized silence for almost two millennia — texts that witnessed the ancient world's deepest conversations about how to live. In 2024, three young students from three different continents used machine learning to do what centuries of scholarship could not: coax legible words from the invisible ink of a sealed scroll, recovering Epicurean philosophy that had not been read since antiquity. The Vesuvius Challenge, a competition born of one professor's conviction that technology could outpace time, awarded them $700,000 and opened a door that many had assumed was permanently closed. What emerges now is not merely recovered text, but a reminder that human knowledge, once committed to the world, has a remarkable will to survive.

In the summer of 79 A.D., Mount Vesuvius buried the Roman town of Herculaneum under superheated ash, destroying a villa believed to have belonged to Julius Caesar's father-in-law. Inside lay roughly a thousand papyrus scrolls — philosophy, correspondence, records of daily life — all carbonized in an instant and left in darkness for nearly two thousand years.

When the scrolls were discovered by a farmworker in the 18th century, their contents proved almost entirely inaccessible. The heat had made the papyri brittle and black, and while a monk painstakingly unrolled some over several decades, most remained sealed. Classical scholar Richard Janko put the problem starkly: reading the fragmented scrolls by traditional means could take five centuries.

The turning point came through competition. In 2023, University of Kentucky professor Brent Seales — who had already pioneered a technique called virtual unwrapping, using X-ray tomography to read ancient texts without opening them — launched the Vesuvius Challenge, offering a million dollars in prizes. The Herculaneum scrolls posed a special difficulty: their ink was chemically unlike medieval inks and nearly invisible even to X-rays. Seales had developed an AI capable of detecting it, but scaling the work required more than his team could manage alone.

Eighteen teams entered. The winners were three students: Luke Farritor of the United States, Youssef Nader of Egypt, and Julian Schilliger of Switzerland. They trained machine-learning algorithms on high-resolution 3D scans of the papyri, teaching the AI to recognize the subtle signatures of ancient ink. Their model segmented a scroll into analyzable sections, identified inked regions, and decoded the text beneath — recovering two thousand letters from a single sealed scroll and earning the $700,000 grand prize.

The recovered text came from the philosopher Philodemus and addressed Epicurean themes: music, food, the modest pleasures of a well-lived life, and pointed criticism of rival philosophers — likely the Stoics — for their silence on pleasure. These were not marginal scraps but coherent philosophical arguments, unread for nearly two millennia.

Papyrology professor Giancarlo del Mastro called the method revolutionary. The same technique can now be applied to the 270 remaining sealed scrolls housed in Naples — potentially restoring vast stores of ancient knowledge in years rather than centuries. The ash that swallowed Herculaneum kept its secrets for almost two thousand years. Artificial intelligence has begun to give them back.

In the summer of 79 A.D., Mount Vesuvius erupted with such force that it buried the Roman town of Herculaneum under a blanket of superheated ash and pumice. Among the structures destroyed was a villa believed to have belonged to Lucius Calpurnius Piso Caesoninus, Julius Caesar's father-in-law. Inside that villa lay roughly a thousand papyrus scrolls—philosophical texts, personal correspondence, records of daily life—all of it carbonized in an instant and left to sit in darkness for nearly two millennia.

A farmworker discovered the scrolls in the 18th century, but their contents remained largely inaccessible. The heat had transformed the papyri into brittle, blackened fragments. Some scrolls had been painstakingly unrolled by a monk over several decades, revealing Greek philosophical writings. But most remained sealed, their text invisible to the eye and seemingly lost forever. Richard Janko, a classical studies professor at the University of Michigan, explained the scale of the problem plainly: reassembling and reading the fragmented scrolls would require piecing together thousands of charred pieces—like assembling an intricate mosaic. At that pace, he said, the work could take five centuries.

The breakthrough came not from traditional archaeology but from a competition. In 2023, Brent Seales, a professor at the University of Kentucky, launched the Vesuvius Challenge, offering a million dollars in prize money to anyone who could devise a way to read the remaining 270 sealed scrolls, most of which are housed in a library in Naples, about eight miles from Herculaneum. Seales had already developed a technique called virtual unwrapping, using X-ray tomography and computer vision to read ancient texts without physically opening them. But the ink on the Herculaneum scrolls presented a different problem: it was chemically distinct from medieval inks and nearly invisible even under X-ray examination. Seales' team had created an artificial intelligence solution in 2019 that could detect the ink, but scaling the process required more data and more hands than his small group could manage.

Eighteen teams entered the competition. The winning entry came from three students: Luke Farritor from the United States, Youssef Nader from Egypt, and Julian Schilliger from Switzerland. They trained machine-learning algorithms on high-resolution 3D scans of the papyri, teaching the AI to recognize the subtle chemical signatures of ancient ink. After segmenting a scroll into analyzable sections, their model identified inked regions and decoded the text beneath. The result was extraordinary: they extracted two thousand letters from a single scroll, revealing passages that had not been read in nearly two thousand years. The judges, including Janko, awarded them the seven-hundred-thousand-dollar grand prize.

The text they recovered came from the final fifteen columns of the first scroll and appears to have been written by Philodemus, an Epicurean philosopher. The passages discuss music, food, and the pursuit of pleasure—core themes of Epicureanism, which emphasized modest enjoyment of life's simple goods rather than excess. Notably, Philodemus also criticized unnamed philosophical rivals, likely the Stoics, for their silence on the subject of pleasure. These were not marginal fragments but substantive philosophical arguments, preserved in the ash for nearly two millennia and now readable again.

Giancarlo del Mastro, a papyrology professor at the University Campania Luigi Vanvitelli in Naples, called the technique revolutionary. He and his colleagues had worked intensively to interpret the newly revealed text, and he expressed astonishment at what the AI had made visible. The implications extend far beyond this single scroll. The same method can now be applied to the 270 remaining sealed scrolls in the Naples library—potentially unlocking vast repositories of ancient knowledge: philosophy, science, medicine, personal letters, administrative records. What was thought to require centuries of painstaking manual labor may now be accomplished in years. The ash that buried Herculaneum kept its secrets for nearly two thousand years. Artificial intelligence has given them back.

It's like putting together a mosaic, and there's not many people willing to do it. So it may take 500 years to decipher their content. With this technique, hopefully, it should be much easier, and quicker.
— Richard Janko, classical studies professor at the University of Michigan
We were astonished. We worked literally day and night to interpret them, but what I am even more excited about is that using this method we can now reveal what has been hidden in the papyrus for almost 2,000 years.
— Giancarlo del Mastro, papyrology professor at the University Campania Luigi Vanvitelli
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