AI Successfully Reads First Complete Herculaneum Scroll, Revealing Lost Ancient Text
Using advanced X-ray imaging and machine learning, researchers have virtually unwrapped and read a carbonized Herculaneum scroll end-to-end for the first time in 2,000 years.
By Factlen Editorial Team
- Heritage Scientists & Technologists
- Emphasizes the triumph of machine learning and non-destructive imaging in solving a physical puzzle that defied researchers for centuries.
- Classical Scholars & Papyrologists
- Focuses on the intellectual recovery, valuing the expansion of the ancient literary corpus and the unprecedented access to lost Stoic philosophy.
- Open-Science Advocates
- Highlights the success of the crowdsourced competition model, arguing that open data and global collaboration accelerate discoveries faster than traditional academic silos.
What's not represented
- · Traditional archaeologists who may harbor concerns about the rapid digitization and handling of fragile physical artifacts.
- · Italian cultural heritage policymakers managing the physical preservation of the scrolls in Naples.
Why this matters
This breakthrough proves that hundreds of carbonized scrolls—long considered unreadable—can now be deciphered without destroying them. It opens the door to recovering the only surviving library from classical antiquity, potentially doubling the amount of ancient literature available to modern scholars.
Key points
- Researchers have successfully read an entire Herculaneum scroll end-to-end without physically opening it.
- The breakthrough utilized phase-contrast X-ray microtomography and AI models trained to detect carbon ink on carbon papyrus.
- The recovered text is a 2nd-century BC Stoic philosophical treatise discussing ethics, impulse, and human nature.
- The discovery was accelerated by the Vesuvius Challenge, an open-science competition that crowdsourced the algorithmic work.
- Over 600 unopened scrolls remain, offering the potential to drastically expand the surviving corpus of classical literature.
On June 25, 2026, a 2,000-year-old bargain was finally broken. For centuries, the carbonized library of Herculaneum—buried by the eruption of Mount Vesuvius in 79 AD—offered a cruel ultimatum: the scrolls survived, but only by becoming too fragile to open. To read one was to destroy it.[4][5]
That paradigm shifted dramatically when researchers gathered at the Biblioteca Nazionale di Napoli Vittorio Emanuele III to announce a historic milestone. For the first time in nearly two millennia, an entire Herculaneum scroll had been read from beginning to end without ever being physically touched.[1][3][4]
The scroll, cataloged as PHerc. 1667, was virtually unwrapped using a combination of phase-contrast X-ray microtomography and advanced machine learning. The resulting digital extraction revealed nearly 1.5 meters of continuous ancient Greek text across 20 columns.[2][4][5]
The achievement marks the culmination of the Vesuvius Challenge, an open-science competition launched in 2023 that mobilized researchers, engineers, and citizen scientists worldwide. By crowdsourcing the algorithmic heavy lifting, the project achieved in three years what traditional papyrology had struggled to do for centuries.[4][5]
The story of the scrolls begins in the opulent Roman town of Herculaneum, which was engulfed by a superheated avalanche of volcanic ash and pumice during the same eruption that destroyed Pompeii. Deep inside a luxury villa—thought to have belonged to Julius Caesar’s father-in-law—a vast library of papyrus scrolls was flash-fried into blackened, brittle lumps of carbon.[2][5]

When farmworkers discovered the buried villa in the 1750s, the scrolls were initially mistaken for lumps of coal or petrified wood. Once their true nature was realized, the temptation to read them proved disastrous. Early attempts to unroll the papyri involved rose water, liquid mercury, and physical peeling, which inevitably caused the fragile layers to crumble into ash.[5]
PHerc. 1667 itself bears the scars of these early efforts. Attempts to open it in the 19th century, and again in the 1980s, damaged its outer layers, leaving only a compact inner core measuring about eight centimeters high. It was this surviving core that researchers targeted for the 2026 breakthrough.[3][5]
The modern effort to read the scrolls non-destructively was pioneered by Brent Seales, a computer scientist at the University of Kentucky. Seales realized that physical unwrapping was a dead end and instead turned to high-energy physics and digital geometry to peer inside the carbonized rolls.[1][4]
The first step required unprecedented imaging. The scrolls were taken to the European Synchrotron Radiation Facility (ESRF) in Grenoble, France, where a particle accelerator bombarded them with intense X-rays. This phase-contrast microtomography generated massive 3D datasets—up to 300 terabytes per scroll—capable of resolving the wafer-thin, densely packed layers of papyrus.[4][5]
The scrolls were taken to the European Synchrotron Radiation Facility (ESRF) in Grenoble, France, where a particle accelerator bombarded them with intense X-rays.
However, seeing the layers was only half the battle. Because ancient scribes used a carbon-based ink made of soot and water, the writing was chemically identical to the carbonized papyrus it sat on. To standard X-rays, the ink was completely invisible.[1][3]

This is where artificial intelligence bridged the gap. Seales’ team discovered that the ink, when applied to the papyrus, subtly altered the microscopic topography and density of the surface. They trained machine learning models to detect these invisible patterns, essentially teaching the AI to "see" the raised texture of the ink against the charred background.[1][4]
The digital pipeline then required "virtual unwrapping." Researchers used computer vision algorithms to trace the complex, spiraling geometry of the scroll's internal layers within the 3D scan. These traced layers were then digitally flattened into a 2D sheet, onto which the AI ink-detection models were applied.[4][5]
The results from PHerc. 1667 have stunned the classical world. The recovered text is a philosophical treatise on ethics, focusing on human nature, impulse, and moral progress. It is written in ancient Greek and dates to the second century BC, making it one of the oldest scrolls in the collection.[2][3]
Crucially, the final preserved column of the scroll names Aristocreon, a nephew and disciple of Chrysippus. Chrysippus was one of the most influential thinkers of the early Stoic school, yet almost nothing of his vast written output survives today. The discovery places the text firmly within Stoic philosophy, a significant departure from the Epicurean works that dominate the rest of the Herculaneum library.[2][3]
One passage, read for the first time since the days of the Roman Empire, translates to: "We will inquire into something, but we will not grasp it, if in some way we depart from ourselves and from our own nature." For scholars, gaining access to extended, continuous arguments rather than isolated fragments is a transformative leap forward.[2][3]

The June 2026 announcement also included secondary breakthroughs. Researchers recovered more than 70 columns of text from another scroll, PHerc. 172, identifying it as "On Vices, Book 1" by the Epicurean philosopher Philodemus. A third scroll, PHerc. 139, yielded the title "On Gods, Book 8," also by Philodemus.[4][5]
These discoveries validate the unique open-science model of the Vesuvius Challenge. By releasing the high-resolution scans and open-source software to the public, founders Seales, Nat Friedman, and Daniel Gross bypassed traditional academic silos. The $1 million prize pool incentivized rapid iteration, turning a niche archaeological puzzle into a global machine-learning race.[1][4][5]
The implications of this technology extend far beyond a single villa in Italy. More than 600 unopened scrolls remain in the collections of the Biblioteca Nazionale di Napoli, the Institut de France, and Oxford’s Bodleian Library. Until now, they were considered lost to history.[2][5]
With the virtual unwrapping pipeline now proven on a complete scroll, the Vesuvius Challenge is setting its sights on scaling the process. The ultimate goal is to automate the extraction and read the entire remaining collection, a feat that could significantly increase the total corpus of literature surviving from classical antiquity.[4][5]
How we got here
79 AD
Mount Vesuvius erupts, carbonizing the library at Herculaneum.
1750s
Farmworkers discover the buried villa and its collection of blackened scrolls.
1980s
Physical unwrapping attempts on PHerc. 1667 damage the outer layers, leaving only a compact core.
March 2023
The Vesuvius Challenge launches, releasing high-resolution 3D X-ray scans to the public.
October 2023
The first word ('purple') is successfully read from a closed scroll using AI.
June 2026
Researchers announce the first complete, end-to-end reading of PHerc. 1667.
Viewpoints in depth
Heritage Scientists & Technologists
Emphasizes the triumph of machine learning and non-destructive imaging in solving a physical puzzle that defied researchers for centuries.
For computer scientists and imaging experts, the Herculaneum scrolls represented the ultimate data extraction challenge. The core problem was that the carbon-based ink used by ancient scribes was chemically identical to the carbonized papyrus it was written on, rendering it invisible to traditional X-rays. By utilizing phase-contrast X-ray microtomography at the European Synchrotron Radiation Facility, researchers captured the microscopic topography of the scrolls. The true breakthrough was training machine learning models to detect the subtle, raised texture of the ink—a feat that proves AI can be used to recover lost physical data without destroying the artifact.
Classical Scholars & Papyrologists
Focuses on the intellectual recovery, valuing the expansion of the ancient literary corpus and the unprecedented access to lost Stoic philosophy.
To classicists, the technological achievement is secondary to the profound historical implications. The vast majority of classical literature has been lost to time; the Herculaneum library represents the only intact collection surviving from antiquity. The discovery that PHerc. 1667 is a Stoic treatise mentioning Aristocreon—a disciple of Chrysippus—is particularly thrilling, as it diversifies a collection previously thought to be overwhelmingly Epicurean. Scholars argue that the ability to read these scrolls continuously, rather than in fragmented, physically damaged pieces, will fundamentally alter our understanding of ancient Greek philosophy and Roman intellectual life.
Open-Science Advocates
Highlights the success of the crowdsourced competition model, arguing that open data and global collaboration accelerate discoveries faster than traditional academic silos.
Proponents of open science point to the Vesuvius Challenge as a blueprint for future research. By releasing 300-terabyte datasets and open-source software to the public, the project's founders bypassed the slow, siloed nature of traditional academia. The $1 million prize pool incentivized a global community of students, engineers, and citizen scientists to iterate rapidly on computer vision algorithms. Advocates argue that this decentralized, crowdsourced approach achieved in three years what isolated research teams had failed to accomplish in decades, proving that democratizing data is the fastest route to major scientific breakthroughs.
What we don't know
- The exact author of PHerc. 1667, though it is heavily suspected to be a prominent Stoic philosopher.
- Whether the remaining 600+ scrolls contain lost masterworks of antiquity, such as missing texts from Aristotle or early Christian writings.
- How quickly the virtual unwrapping pipeline can be fully automated to read the rest of the library without manual intervention.
Key terms
- Virtual Unwrapping
- A non-destructive digital technique that uses 3D X-ray scans and geometry processing to flatten and read layered objects.
- Phase-contrast X-ray microtomography
- An advanced scanning method that detects subtle changes in how X-rays pass through materials, used to map the internal structure of the scrolls.
- Stoicism
- An ancient Greek school of philosophy that teaches the development of self-control and fortitude as a means of overcoming destructive emotions.
- Papyrus
- A thick, paper-like material produced from the pith of the papyrus plant, used extensively for writing in the ancient Mediterranean.
Frequently asked
Why couldn't researchers just open the scrolls?
The heat of the volcanic eruption turned the papyrus into brittle carbon. Physical attempts to unroll them cause the layers to crumble and turn to ash, destroying the text.
How does the AI actually see the ink?
Because both the ink and the papyrus are carbon-based, the ink is invisible to standard X-rays. The AI is trained to detect microscopic topographical changes and density variations where the ink was applied to the surface.
What did the newly read scroll say?
PHerc. 1667 is a 2nd-century BC Stoic treatise on ethics, impulse, and human nature. It is the oldest text yet identified in the collection and mentions Aristocreon, a disciple of the famous philosopher Chrysippus.
Are there more scrolls left to read?
Yes. There are over 600 unopened scrolls from Herculaneum held in institutions in Naples, Paris, and Oxford, all of which could potentially be read using this technology.
Sources
[1]CBS NewsHeritage Scientists & Technologists
AI helps decode ancient Roman mystery, revealing text from Herculaneum scrolls
Read on CBS News →[2]Discover MagazineClassical Scholars & Papyrologists
AI and CT Scans Turned Charred Papyrus Into Readable Text
Read on Discover Magazine →[3]Cosmos PhillyClassical Scholars & Papyrologists
First complete Herculaneum scroll read using AI and X-ray imaging
Read on Cosmos Philly →[4]University of KentuckyHeritage Scientists & Technologists
Historic Breakthrough: Ancient works recovered from carbonized Herculaneum scrolls
Read on University of Kentucky →[5]Vesuvius ChallengeOpen-Science Advocates
Vesuvius Challenge Reads an Entire Herculaneum Scroll — First Time in 2,000 Years
Read on Vesuvius Challenge →
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