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Herculaneum ScrollsDiscovery Explainer· 5 min read· in Culture

AI Successfully 'Unwraps' Charred Herculaneum Scrolls, Recovering Lost Philosophical Texts

Using advanced X-ray scanning and machine learning, researchers have achieved the first end-to-end virtual unwrapping of a 2,000-year-old scroll from the Mount Vesuvius eruption. The breakthrough allows scholars to read lost Stoic and Epicurean treatises without physically touching the fragile artifacts.

By Dmitry Volkov

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For nearly two millennia, the carbonized library of Herculaneum kept a cruel bargain with history: its scrolls survived the catastrophic eruption of Mount Vesuvius in 79 AD, but only by becoming too fragile to open. To read one was to destroy it. Hundreds of these charred papyrus rolls have sat in museum vaults since their discovery in the 18th century, preserved yet intellectually inaccessible.[2][4]

On June 25, 2026, that bargain was permanently broken. The Vesuvius Challenge—an international, open-science initiative—announced the first successful end-to-end virtual unwrapping of an entire Herculaneum scroll. Without ever physically touching the fragile artifact, researchers extracted nearly 1.5 meters of continuous ancient Greek text, ushering in what scholars are calling a new era for classical philosophy and the humanities.[1][2]

The breakthrough centers on a scroll known as PHerc. 1667. Using advanced particle accelerators and custom machine-learning algorithms, the team revealed 20 columns of text from a second-century BC philosophical treatise. Alongside it, researchers recovered more than 70 columns from a second scroll and identified the title of a third as 'On Gods, Book 8' by the Epicurean philosopher Philodemus.[1][3]

The stakes of this technological triumph are difficult to overstate. The Villa of the Papyri in Herculaneum, believed to have been owned by Julius Caesar’s father-in-law, holds the only surviving library from classical antiquity. While medieval monks copied and preserved a tiny fraction of ancient literature, the vast majority of classical thought was lost to decay and destruction. The Herculaneum library represents an unfiltered time capsule of Hellenistic philosophy.[4]

How researchers use particle accelerators and machine learning to read closed scrolls.

Unlocking that time capsule required solving a seemingly impossible physics problem. The scrolls were flash-heated by volcanic gas to temperatures exceeding 300 degrees Celsius, turning them into lumps of charcoal. Early attempts to physically unroll them in the 18th and 19th centuries relied on mechanical devices or chemical treatments that caused catastrophic damage, often destroying the very text they sought to reveal.[4]

Even when modern X-ray technology emerged, the Herculaneum scrolls presented a unique hurdle. Unlike medieval manuscripts written with iron-gall ink, which glows brightly on an X-ray, ancient Roman scribes used carbon-based ink made from soot and water. Because the ink and the carbonized papyrus are chemically identical, the text is completely invisible to the human eye, even on the most powerful medical CT scans.

The solution began taking shape over a decade ago at the University of Kentucky, where computer scientist Brent Seales pioneered a technique called 'virtual unwrapping.' The process starts at a synchrotron—a massive particle accelerator like the Diamond Light Source in the UK—which blasts the scroll with high-energy X-rays to create a microscopic 3D map of its internal structure.[1]

This 3D map is composed of billions of voxels, or three-dimensional pixels. Using custom software, researchers meticulously trace the spiraling, crinkled layers of the rolled papyrus within the digital model—a step known as segmentation. Once a layer is isolated, the software flattens it out into a 2D image, effectively unrolling the scroll inside the computer.[2][4]

Yet, even after flattening, the digital papyrus appeared blank. The final, crucial step required artificial intelligence. In 2023, the Vesuvius Challenge launched with a $1 million prize pool, releasing the 3D scans to the public and challenging citizen scientists to find the hidden ink.[2]

Competitors soon realized that while the carbon ink did not show up as a distinct material, it subtly altered the physical texture of the papyrus. As the ink dried thousands of years ago, it caused microscopic cracking and raised edges on the plant fibers. Machine learning models were trained to detect these minute topographical anomalies—often called the 'crackle' technique—and translate them into visible letters.[2][3]

The results of this AI-driven approach have been staggering. The newly read PHerc. 1667 is a Stoic ethics treatise that mentions the philosopher Aristocreon. Papyrologists note that its early dating—likely the second or late third century BC—makes it one of the oldest scrolls in the collection, and its contents suggest it may have been authored by the foundational Stoic thinker Chrysippus, whose 700 known works were previously thought to be entirely lost.[1][4]

The recovery of Stoic texts is particularly exciting because the Herculaneum library was heavily dominated by Epicureanism. Epicurean philosophy, which advocated for the pursuit of modest pleasures and freedom from fear, was a major intellectual force in the Roman Republic. The library contains dozens of works by Philodemus, an Epicurean who likely curated the collection and whose newly identified 'On Gods' and 'On Vices' are now being read for the first time.[4]

The latest texts recovered through the Vesuvius Challenge's AI pipeline.

The ability to read these scrolls end-to-end transforms how historians study the ancient world. Previously, scholars relied on isolated fragments or hostile summaries written by rival philosophical schools. Now, they can follow sustained arguments, trace the evolution of ethical theories across multiple columns, and understand these works as complete intellectual compositions.[1]

The success of the Vesuvius Challenge also represents a paradigm shift in how archaeological science is conducted. By open-sourcing the data and gamifying the problem, the project united classical papyrologists with Silicon Valley engineers and student coders. It stands as a premier example of machine learning being deployed for pure discovery, recovering human knowledge rather than optimizing digital engagement.[3]

With the first full scrolls now readable, the pipeline is accelerating. Researchers are working to fully automate the segmentation process, which remains the most labor-intensive bottleneck. The ultimate goal is to read the remaining 800 scrolls currently sitting in museum storage, a feat that could double the amount of classical literature available to the modern world.[2]

Beyond the existing collection, this technological triumph has reignited calls to resume excavations at the Villa of the Papyri. Archaeologists believe that the main library of the villa—which could contain thousands of additional Greek and Latin texts, including lost plays, histories, and poems—remains buried under 20 meters of volcanic rock. For the first time in history, humanity has the tools to read them if they are found.[1][4]

Key points

  • Researchers have successfully read an entire carbonized Herculaneum scroll end-to-end for the first time.
  • The breakthrough relies on a combination of 3D X-ray micro-CT scanning and AI models trained to detect invisible carbon ink.
  • The newly read scroll, PHerc. 1667, contains 20 columns of a previously lost Stoic philosophical treatise.
  • The Vesuvius Challenge's open-science model accelerated the timeline, solving a 2,000-year-old archaeological mystery.

Open questions

  • The exact author of PHerc. 1667, though scholars suspect it may be the foundational Stoic thinker Chrysippus.
  • How many additional scrolls remain buried in the unexcavated lower levels of the Villa of the Papyri.
  • Whether the AI models can be fully automated to process the remaining 800 excavated scrolls without intensive human segmentation.

Timeline

  1. 79 AD

    Mount Vesuvius erupts, burying the town of Herculaneum and carbonizing the Villa of the Papyri's library.

  2. 1752

    Excavators discover the carbonized scrolls, though early attempts to open them destroy many of the fragile artifacts.

  3. 2016

    Computer scientist Brent Seales successfully uses virtual unwrapping to read the charred En-Gedi scroll from Israel.

  4. March 2023

    The Vesuvius Challenge launches, releasing high-resolution 3D X-ray scans of the Herculaneum scrolls to the public.

  5. October 2023

    The first word, 'purple', is successfully read from a Herculaneum scroll using AI ink detection.

  6. June 2026

    Researchers announce the first successful end-to-end virtual unwrapping of an entire scroll, revealing a complete Stoic philosophical treatise.

Classical Papyrologists 40%Computer Scientists & AI Researchers 35%Preservationists 25%
Classical Papyrologists
Focuses on the recovery of complete philosophical treatises and the expansion of the Epicurean and Stoic corpus.
Computer Scientists & AI Researchers
Focuses on the technical pipeline, open-source collaboration, and machine learning's ability to detect microscopic texture changes.
Preservationists
Focuses on the non-destructive nature of virtual unwrapping, saving fragile artifacts from physical damage.

Perspectives this story doesn't cover

  • Modern Stoic and Epicurean practitioners
  • Italian cultural heritage regulators

Sources

Source coverage

4 outlets

3 viewpoints surfaced

Classical Papyrologists 40%Computer Scientists & AI Researchers 35%Preservationists 25%
  1. [1]University of KentuckyClassical Papyrologists

    Historic Breakthrough: Ancient works recovered from carbonized Herculaneum scrolls

  2. [2]Vesuvius ChallengeComputer Scientists & AI Researchers

    Vesuvius Challenge Reads an Entire Herculaneum Scroll — First Time in 2,000 Years

  3. [3]ExplainXComputer Scientists & AI Researchers

    Vesuvius Challenge Reads an Entire Herculaneum Scroll — First Time in 2,000 Years

    Read on ExplainX →
  4. [4]WikipediaClassical Papyrologists

    Herculaneum papyri

    Read on Wikipedia →
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