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Herculaneum papyri

The Herculaneum papyri are a collection of approximately 1,800 ancient scrolls discovered in the mid-18th century within the Villa dei Papiri, a luxurious Roman estate in , , that was buried by the eruption of in 79 CE. These carbonized rolls, preserved as the only known intact library from the , primarily contain philosophical texts in written in carbon-based ink. The intense heat of the eruption, estimated at around 320°C, transformed the scrolls into brittle, layered cylinders that have posed significant challenges for unrolling and reading. The villa is widely believed to have belonged to Lucius Calpurnius Piso Caesoninus, father-in-law of and a prominent statesman. Excavations began in 1750 under the direction of Karl Weber for King Charles III of , with the scrolls unearthed between 1752 and 1754 amid tunneling operations that revealed over 30 meters of volcanic deposits. Early attempts to unroll the fragile papyri in the 18th and 19th centuries caused extensive damage, leading to the transfer of many intact or partially unrolled scrolls to institutions such as the National Library Vittorio Emanuele III in , where most remain today, and a smaller collection to the in since 1802. The deciphered portions of the papyri reveal a rich corpus dominated by Epicurean philosophy, including multiple copies and drafts of works by Philodemus of Gadara (c. 110–after 40 BCE), such as On Poems, History of the Stoa, History of the Academy, and History of the Garden. Earlier texts by Epicurus, the founder of Epicureanism, are also present, alongside rarer Stoic writings and a few Latin literary pieces. To date, only about a third of the scrolls have been unrolled and read, offering invaluable primary sources for understanding Hellenistic philosophy, textual transmission, and the intellectual life of elite Roman villas. Scholarly efforts to study the papyri gained momentum in the through the establishment of the Centro Internazionale per lo Studio dei Papiri Ercolanesi (CISPE) in 1969, which has produced editions like the La Scuola di Epicuro series and digital for improved legibility. Modern noninvasive techniques, including phase-contrast at facilities like the European Synchrotron Radiation Facility and pulsed , have enabled the unrolling and of interiors without physical harm, revealing previously inaccessible text and structural details as recently as 2025. These advances continue to expand knowledge of ancient Greek thought while preserving the collection's integrity.

Background

Villa of the Papyri

The was an opulent seaside residence located on the Bay of , just outside the ancient town of in modern-day , with extensive grounds featuring over 200 meters of frontage along the waterfront. Constructed around 40 BCE, it likely belonged to Lucius Calpurnius Piso Caesoninus, a prominent senator and who served as Julius Caesar's father-in-law during the late . The villa's design emphasized luxury and seclusion, aligning with the elite ideal of —the cultivated leisure pursued by the aristocracy through intellectual and aesthetic pursuits. Architecturally, the villa was organized around a central atrium that served as the primary entrance and light source, flanked by and cubicula for private reception and sleeping quarters. Beyond the atrium lay a grand garden, a colonnaded exceeding 80 meters in length, adorned with fountains, water features longer than an , and shaded walkways ideal for contemplation. The complex included a seaside added around 20 CE, enhancing its role as a retreat for philosophical study and relaxation, with interiors featuring vibrant frescoed walls, stuccoed ceilings, and intricate floors depicting geometric patterns and mythological scenes. A standout feature was the villa's , a dedicated room housing approximately 1,800 papyrus scrolls—primarily philosophical texts associated with , reflecting Piso's patronage of scholars like of . The estate was further enriched by nearly 90 bronze and marble statues, including Hellenistic originals of gods, athletes, philosophers, and rulers, positioned throughout the gardens and interiors to evoke an atmosphere of cultural refinement and intellectual discourse. Buried by the eruption of in 79 , the villa was partially excavated starting in the , revealing these treasures, though much of the structure remains unexcavated beneath the modern town of due to overlying buildings and preservation challenges.

Eruption of Mount Vesuvius

The eruption of in 79 was a that began with a massive column of and rising over 30 kilometers high, followed by pyroclastic surges of hot gas, , and rock that raced down the volcano's slopes at speeds up to 100 km/h. , situated at the volcano's base, was overwhelmed by these surges, which deposited up to 25 meters of volcanic material, including mudflows that solidified into . The intense heat, estimated at 300–500°C in the surges, caused rapid of organic materials in the Villa of the Papyri, transforming the scrolls into brittle, charred rolls while preserving their layered structure. This burial process provided better preservation of wooden structures and artifacts compared to , which was primarily covered by lighter and falls.

Discovery

18th-Century Excavations

The excavations at , initiated in 1738 under (who ruled as King of Naples from 1734 to 1759), marked the beginning of systematic archaeological efforts at the site buried by the eruption of in AD 79. These early digs were driven by royal patronage and focused on uncovering ancient treasures, with initial haphazard well-digging giving way to more organized approaches. In 1750, following the accidental discovery of the by well-diggers, Swiss military engineer Karl Weber was appointed to lead targeted tunneling operations, employing shafts sunk from the surface and horizontal galleries to navigate the compacted volcanic material. Weber's methodical excavations, which began in earnest in spring 1750, utilized rudimentary tools such as picks and shovels, with labor provided by convicts and conscripted workers enduring hazardous conditions including poisonous gases, frequent collapses, and seeping groundwater. Boreholes were drilled to probe for artifacts and map the subsurface, allowing teams to extend tunnels up to several hundred meters while preserving structural integrity where possible. Between 1752 and 1754, this work uncovered the villa's library, yielding approximately 1,800 carbonized papyrus scrolls—many bundled and stacked in wooden shelves—representing a unique ancient collection primarily of Epicurean philosophical texts. The scrolls were extracted carefully through the network of shafts and galleries, with site workers quickly recognizing their potential value as ancient writings despite their charred and fragile state, initially mistaken by some for charred logs or nets. Early on-site handling involved tentative attempts to separate and clean the rolls using basic knives and brushes, though these efforts often caused fragmentation; a few were even discarded before their significance was fully appreciated. Exploration of the villa continued partially until , when high costs, persistent groundwater inundation, and structural risks led to the suspension of major tunneling operations, leaving much of the site unexcavated.

Initial Storage and Transport

Following their discovery during the 18th-century excavations at the , the carbonized Herculaneum papyri were promptly transferred to the Royal Palace of between 1752 and 1765 for safekeeping under the oversight of the Bourbon court. These fragile scrolls, hardened by volcanic heat yet brittle from carbonization, were packed in wooden boxes with minimal padding to facilitate the short-distance transport from the site near to , near . The handling during this phase often led to initial crumbling and fragmentation due to the papyri's extreme delicacy, exacerbated by exposure to air and rough manipulation. Camillo Paderni, the first director of the Portici museum and custodian of the finds, conducted an early inventory of the collection starting in 1754, documenting 337 papyrus volumes in Greek characters from one room, with earlier reports noting about 250 volumes; the total number of scrolls recovered from the villa is now estimated at approximately 1,800. His cataloging efforts, detailed in letters to the Royal Society, highlighted the scrolls' poor condition, with numerous pieces already deteriorating from the stresses of extraction and initial movement. The Bourbon monarchy's royal patronage played a crucial role in protecting the papyri from dispersal or loss, funding their storage in dedicated museum spaces at and commissioning studies to preserve the collection. In the early , during political upheavals including the French occupation and concerns over Vesuvius's ongoing activity, most of the scrolls were relocated from to the National Library of , where the bulk remain today.

Physical Properties

Condition of the Scrolls

The Herculaneum papyri underwent a process triggered by the surges of the eruption in 79 CE, exposing the scrolls to temperatures around 320°C, which dehydrated and charred the without complete , transforming it into black, brittle, coal-like cylinders often fused together in masses up to 20-30 cm in length and 5 cm in diameter. The carbon-based ink, derived from residues, also darkened and became brittle, appearing as a dull black contrasting slightly with the shiny carbonized surface, though it has faded over time due to the uniform charring. The scrolls exhibit varied states of preservation: some remain as relatively intact rolled cylinders, while others are fragmented, burst open, or reduced to irregular lumps from the explosive heat and pressure of the eruption, with the collection totaling approximately 1,800 carbonized papyri, of which more than 600 have been partially unrolled through historical efforts. Recent pulsed thermography (as of 2025) has further revealed details of their internal layered structure. Post-burial, the papyri were sealed in an environment beneath layers of volcanic , , and , which inhibited microbial decay and preserved the carbonized structure for centuries; however, excavation in the exposed them to oxygen and atmospheric conditions, accelerating through cracking, crumbling, and further upon handling. Today, most of the scrolls are housed in the Biblioteca Nazionale Vittorio Emanuele III in , stored in specialized trays and glass cases within the Officina dei Papiri Ercolanesi, under strictly controlled environmental conditions to minimize ongoing deterioration from environmental fluctuations.

Composition and Original Contents

The Herculaneum papyri consist of ancient Egyptian sheets, typically pasted together to form continuous rolls, inscribed in using carbon-based that sat atop the fibers rather than absorbing into them. These rolls, now carbonized, originally measured approximately 20 in length with a of around 5 when fully wound, and each often contained multiple treatises or sections of longer works written in columns. The 's composition, including traces of lead possibly used as a drier, contributed to its preservation on the surface, though the volcanic heat later made distinctions challenging. Scholars estimate the library housed approximately 1,800 carbonized papyri, estimated to represent 800–1,100 original scrolls, based on the recovered fragments, representing the only surviving intact collection from the and suggesting a specialized rather than comprehensive archive. The majority of identifiable texts focus on , forming a cohesive thematic core that includes works by the philosopher of , such as On Music and On Poems, alongside contributions from other Epicureans like Metrodorus of Lampsacus and Zeno of Sidon. This emphasis on is evident in treatises addressing ethics, rhetoric, and critiques of rival schools like and . While the collection is predominantly philosophical, partial readings indicate possible diversity into related fields such as and , though no broad classical canon is represented. Scholarly consensus views the library as a working resource for a philosophical school or personal study, likely belonging to himself, rather than a public or elite general collection, underscoring its role in Epicurean intellectual practice.

Unrolling Efforts

Early Manual Techniques

Early attempts to unroll the Herculaneum papyri in the 18th and 19th centuries relied on crude manual methods, including mechanical devices such as Father Antonio Piaggio's rolling machine invented in , which used silk threads to gently peel layers. Other techniques involved chemicals like rose , mercury, and to soften the scrolls, or slicing them in half and scraping layers. These approaches, applied to hundreds of scrolls between and the early 1800s, often resulted in extensive fragmentation and loss of text, with many rolls ruined beyond recovery.

Later Physical Methods

In the 20th century, efforts to study the Herculaneum papyri shifted toward more refined physical techniques for reading and stabilizing already unrolled fragments, building on the crude manual methods of the 18th and 19th centuries to minimize further degradation of the carbonized scrolls. Teams at the of , where the majority of the papyri are housed, introduced innovations such as advanced microscopes for precise text identification from the 1970s and controlled environmental chambers to regulate humidity and temperature, preventing additional cracking through the 1990s. Building on 19th-century use of synthetic glues for stabilizing fragments, these methods focused on conservation rather than new unrollings. A notable advancement involved integrating optical aids like infrared photography to detect faint ink traces on darkened surfaces, applied from the early 2000s to enhance readability of texts like Philodemus' On Music (Book IV) in PHerc. 1497, which had been unrolled in the early 19th century. This scroll yielded significant portions of the Epicurean treatise on musical theory and ethics, later reconstructed into an 11.3-meter roll by scholar Daniel Delattre in his 2007 edition. Damage mitigation protocols emphasized gradual in humidity-controlled settings, where moistened environments softened the brittle without dissolving it, allowing for safer detachment from inner layers. These methods allowed for the reading and partial of additional fragments from previously unrolled scrolls, though physical unrolling largely ceased by the mid-20th century to avoid further , expanding access to Epicurean and other philosophical texts while reducing the total loss rate compared to earlier attempts. Despite these improvements, physical handling remained inherently invasive, often resulting in fragmentation and that distorted letter forms and obscured edges. By the late , concerns over further damage to these unique artifacts led scholars to prioritize preservation and noninvasive imaging over continued manual interventions.

Virtual Unrolling

Scanning Technologies

The development of non-invasive scanning technologies for the Herculaneum papyri was driven by the need to avoid the destructive effects of manual unrolling, which had previously damaged many scrolls. Early efforts focused on computed () to image internal structures without physical intervention. In 2009, researchers led by Brent Seales at the conducted the first micro-CT scans of sealed scrolls using a portable SkyScan 1173 scanner at the in , achieving resolutions up to 14 microns and revealing the tightly wound layers of . Synchrotron radiation facilities advanced these techniques by providing high-energy s for enhanced contrast, particularly to detect subtle differences in density. At the European Synchrotron Radiation Facility (ESRF) in , , experiments in the early 2010s utilized phase-contrast on ID17 to visualize letters inside unopened scrolls, such as fragments from PHerc. Paris 4, without unrolling them; this method exploited phase shifts in s to differentiate carbon-based from the substrate. Complementary (XRF) scans at ESRF's ID21 in 2015 revealed traces of metallic lead in the of PHerc. Paris 4 fragments, confirming the presence of non-carbon additives that improved visibility. In the 2010s, the in the UK enabled further progress through phase-contrast imaging tailored for . Starting in 2019, high-resolution micro-CT scans on beamline I12 imaged complete scrolls and fragments, including those for the Vesuvius Challenge, at resolutions down to 8 microns, allowing detection of internal voids and layer separations. By 2023, these scans had covered multiple scrolls, contributing to datasets for over 10 intact or partial examples. Developments in the have refined detection of carbon signatures, which closely match the composition and pose contrast challenges. High-resolution micro-CT at achieved sub-10-micron voxel sizes in 2023 scans of Vesuvius scrolls, enhancing the identification of voids through multi-energy imaging. Additionally, pulsed emerged as a complementary method; in 2025, researchers applied short thermal pulses to fragments, capturing emissions to map subsurface distributions non-destructively and reveal structural details like delaminations. These techniques have collectively imaged more than 30 scrolls to date, prioritizing preservation while unlocking internal content.

Digital Processing Methods

Once scanning produces volumetric data, digital processing methods are applied to virtually unwrap and decipher the scrolls. A key approach is virtual unwrapping, pioneered by Brent Seales in the mid-2010s, which involves segmenting the volumes to isolate layers, flattening distorted surfaces through , and detecting ink via and texture analysis. Early methods relied on manual and semi-automated tools, such as those developed for the ESRF studies, where custom algorithms performed " unrolling" by triangulating layer surfaces and projecting text onto maps, achieving high-contrast rendering of letters. In the , has transformed processing, particularly for carbon detection. Convolutional neural networks (CNNs) train on annotated datasets to identify from subtle voids and variations, as used in the Vesuvius pipelines starting in 2023. These models, often combined with graph-based segmentation, enable automated text extraction with improving accuracy, though challenges like layer and noise persist. As of 2025, integrated workflows at facilities like incorporate AI-driven denoising and techniques to align and read multi-layer text non-destructively.

Vesuvius Challenge

Competition Structure

The Vesuvius Challenge was launched in March 2023 by the Vesuvius Challenge Inc., a 501(c)(3) non-profit organization dedicated to advancing non-destructive reading of ancient texts through and techniques. The competition is open to global participants, inviting individuals and teams worldwide to contribute open-source solutions without restrictions based on nationality, except for U.S. sanctions compliance. It is funded by a combination of private donors, including technology investors and Daniel Gross, the Musk Foundation, and partners such as , with total prizes exceeding $1 million initially and reaching $1,580,500 awarded by mid-2025. The challenge targets intact, carbonized Herculaneum scrolls that remain unopened, specifically focusing on PHerc. Paris 4 (Scroll 1) and others such as PHerc. Paris 3 (Scroll 2), PHerc. 332 (Scroll 3), PHerc. 1667 (Scroll 4), and PHerc. 172 (Scroll 5), scanned using micro-computed tomography (CT) at facilities like the Diamond Light Source and ESRF synchrotron. Key milestones include the "First Letters" progress prize of $40,000 awarded in October 2023 for identifying initial Greek letters in a designated area, and the 2023 Grand Prize of $700,000 claimed in February 2024 for successfully reading at least four passages of 140 continuous characters each from the inner layers of an unopened scroll. Additional incentives encompass the First Title Prize of $60,000 for detecting a scroll's title, Unwrapping at Scale Prize of $200,000 for automated processing across multiple scrolls, and ongoing monthly progress prizes ranging from $1,000 to $20,000 for verifiable advancements in text extraction. These goals emphasize virtual unrolling and ink detection, building on digital processing methods as the core technical requirement. Participants receive open-access resources, including high-resolution CT datasets of the target scrolls and training data derived from previously unrolled Herculaneum fragments, available via platforms like and the EduceLab-Scrolls Dataset. Strict rules prohibit any physical manipulation or damage to the scrolls, mandating entirely virtual approaches using provided scans and algorithmic pipelines to ensure preservation. Submissions are evaluated by independent experts for accuracy, , and coverage, with awards disbursed upon verification. The competition unfolds in phased timelines from 2023 to 2025: the initial phase focused on proof-of-concept readings, 2024 emphasized scaling to multiple scrolls and automation, and 2025 prioritizes title detection, enhanced scanning protocols (e.g., higher-resolution ), and broader text recovery across the , culminating in over $1.58 million in total prizes distributed by 2025. This structure fosters collaborative, iterative progress toward reading entire scrolls non-destructively.

Major Breakthroughs

One of the earliest major breakthroughs in virtual unrolling occurred in 2009, when researchers performed the first computed () scans on Herculaneum papyri, including PHerc. 117, revealing triangular fragments of internal text structures without physical damage to the scrolls. This non-invasive approach demonstrated the feasibility of imaging carbonized layers, providing glimpses of hidden ink patterns that had eluded traditional methods. Building on this, in 2021 (published online in late 2020), researchers developed techniques for the virtual unfolding and ink detection on Herculaneum papyrus fragments, marking a pivotal advancement in automated text segmentation for fragile artifacts. The Vesuvius Challenge, launched in 2023, served as a key platform for collaborative innovation in these technologies. A landmark achievement came in October 2023, when participant Luke Farritor used machine learning to read the first complete word—"porphyras," meaning "purple"—from within an unopened scroll, earning a $40,000 prize and proving the efficacy of AI-driven volume segmentation. This success paved the way for the 2023 Grand Prize, awarded in February 2024 to Farritor and teammates Youssef Nader and Julian Schilliger, who deciphered 15 columns comprising over 2,000 characters, including four multi-sentence passages on Epicurean pleasures from the same scroll (PHerc. Paris 4), and securing a $700,000 award. Advancements accelerated in 2025, with the February production of the first high-resolution internal image of PHerc. 172 using synchrotron scanning at , allowing visualization of layered interiors unseen for nearly 2,000 years. In May, a team applied phase-contrast to extract the title ", On Vices, Book 1" from PHerc. 172, the first such noninvasive recovery of a scroll's title and winner of a $60,000 Vesuvius Challenge prize. By October, researchers deciphered a text detailing the origins of and aspects of founder Zeno's life from another carbonized , leveraging enhanced models for deeper text extraction. These milestones have amplified the field's impact, enabling readable access to more than 5% of a single scroll for the first time and fostering scalable applications. In July 2025, the granted over €11 million through its Synergy Grant to an international team led by Brent Seales, aimed at expanding digital decoding across the collection.

Deciphered Texts

Epicurean Philosophy

The Herculaneum papyri preserve a substantial body of philosophical texts, primarily from the hand of of (c. 110–c. 30 BCE), who studied under Zeno of Sidon and resided in the region as part of an community. These works, discovered in the and carbonized by the eruption of in 79 CE, offer direct access to late Hellenistic , emphasizing practical ethics and sensory-based knowledge over abstract theorizing. ' treatises dominate the collection, with over 40 rolls attributed to him, providing unparalleled evidence of thought in dialogue with contemporary rivals. Among Philodemus' key contributions are his aesthetic writings, such as On Poems (e.g., PHerc. 1425 for Book 5 and PHerc. 1674 for fragments), where he argues that poetry's primary value resides in its capacity to evoke emotions and deliver pleasure, rather than serving moral edification or adhering to rigid technical standards proposed by Stoic and Peripatetic critics like Crates of Mallos. He posits that good poetry aligns with ordinary human perceptions of beauty and utility, rejecting overly intellectualized evaluations in favor of experiential enjoyment. Similarly, in On Music (PHerc. 1497, Book 4), Philodemus critiques the Aristotelian concept of catharsis, asserting that music functions as a natural sensory delight without inherent power to purify the soul or shape character morally, thus countering Stoic claims about its ethical role. These texts illustrate Epicurean priorities by subordinating the arts to the pursuit of pleasure while acknowledging their emotional resonance. The papyri also include fragments from other Epicureans, such as Metrodorus of Lampsacus (c. 331–278 BCE), a close associate of , with surviving portions addressing , including perceptions of the world and human sensations (e.g., PHerc. 1669 on sensations, linked to broader discussions of nature). These complement ' corpus by reinforcing Epicurean materialism and the rejection of supernatural explanations. The library itself reflects an Epicurean "garden" school model, akin to Epicurus' original community in , where texts promoted ataraxia—tranquility achieved through rational mastery of desires and fears—via communal study and frank discourse. Recurring themes in these Epicurean texts encompass , where (as absence of and disturbance) guides moral choices; , grounded in reliable sense perceptions against skeptical Academics; and pointed refutations of and , often through critiques of figures like . These writings yield unique perspectives on Hellenistic debates, such as the role of signs in inference and the therapy of passions, absent from later doxographical summaries. For instance, ' ethical treatises (e.g., on and ) advocate measured responses to to preserve tranquility, offering practical counsel tailored to patrons. Editions of these texts emerged in the 19th century with initial transcriptions by scholars like Hermann Diels, progressing through 20th-century efforts by Marcello Gigante and Tiziano Dorandi in the La Scuola di Epicuro series. Modern critical publications, including those by (e.g., On Piety, 1996) and Richard Janko (On Poems, Books 1 and 3–4, 2000 and 2011), have refined readings using advanced imaging, resulting in over 30 volumes in the Corpus dei Papiri Ercolanesi published by institutions like the Biblioteca Nazionale di Napoli.

Other Works and Recent Readings

Among the Herculaneum papyri, non-philosophical texts encompass rhetorical works by , notably On Frank Criticism (PHerc. 1471), which examines the ethical use of candid speech to foster genuine friendships and avoid flattery. This treatise, preserved in fragmented form, highlights practical guidance for interpersonal dynamics within Epicurean communities. Additionally, a 2024 decipherment of layered text from a carbonized (PHerc. 1021) uncovered biographical details about , specifying his burial site in a garden near the Temple of the Muses within the Athenian Academy and recounting a critique of a Thracian slave musician who played the during Plato's final evening. Recent advancements in 2024 and 2025 have revealed further non-Epicurean content through AI-assisted and thermographic methods. In February 2024, analysis of PHerc. Paris. 4 yielded 15 complete passages attributed to Philodemus, discussing everyday pleasures derived from food and music, and questioning whether scarcity or abundance enhances sensory enjoyment. By October 2025, pulsed thermography applied to unrolled fragments of carbonized papyri (exact PHerc. identifier not publicly specified) exposed intimate details about Zeno of Citium, the Stoic founder, including his Phoenician heritage and the derision he endured from Athenians for his imperfect Greek, thus illuminating early perceptions of Stoicism's origins. Diverse fragments from the collection extend to technical subjects like astronomy and , underscoring the library's intellectual range beyond dominant Epicurean . These include astronomical discussions possibly linked to atomistic theories and grammatical analyses of structure, preserved in minor rolls that suggest a broader scholarly environment. Methodologically, AI-verified readings have accelerated progress; for instance, the 2025 virtual unrolling of PHerc. 172 at the Bodleian Libraries produced the first multi-column internal views, confirming it as Philodemus' On Vices and enabling cross-column text reconstruction.

Significance

Contributions to Ancient Knowledge

The Herculaneum papyri represent the only known intact from the , providing invaluable primary sources for understanding and the intellectual life of elite Roman society. The majority of deciphered texts focus on Epicurean , including works by and , offering insights into previously lost doctrines, textual variants, and the transmission of thought in the late . Rarer and other philosophical writings, along with Latin pieces, illuminate inter-school debates and cultural exchanges. Recent unrolling has revealed new content, such as a work on vices identified in May 2025 and details on the origins of from a deciphered in October 2025 using pulsed thermography, enhancing knowledge of ancient ethical and philosophical traditions.

Challenges and Future Research

Despite significant advances in non-invasive imaging and , deciphering the Herculaneum papyri remains fraught with technical challenges. The scrolls' during the 79 eruption of has rendered them extremely fragile, with layers often fused together in irregular, convoluted structures that resist both physical unrolling and virtual segmentation. This complexity is exacerbated by the low contrast between the carbon-based ink and the carbonized substrate in computed () scans, making ink detection nearly impossible without high-resolution techniques like phase-contrast (XPCT), which still introduce geometric distortions during virtual flattening. Additionally, imaging artifacts such as beam hardening and , combined with the terabyte-scale data volumes from micro- scans, demand substantial computational resources and semi-manual processing, limiting scalability across the estimated 1,800 scrolls. Current AI models for ink identification and text segmentation, while successful on specific scrolls like those in the Vesuvius Challenge, struggle to generalize due to variations in scroll compression, ink composition (potentially including metallic traces), and scanning protocols. For instance, breakthroughs in detecting subtle morphological signals from ink cracks or metal concentrations fail on uncompressed or differently damaged sections, highlighting the need for robust training datasets from authentic fragments. These issues not only slow progress but also raise concerns about accuracy in reconstructing philosophical and literary texts, where even minor errors could alter interpretations of Epicurean thought or other ancient works. As of , notable progress includes the AI-assisted identification of the title and of a charred (P.Herc. 172) on vices in May, earning a US$60,000 prize, and the first virtual imaging of a 's interior in February, revealing words like the Greek "." Future research directions emphasize automation and enhanced imaging to overcome these hurdles. Efforts within the Vesuvius Challenge, ongoing as of November 2025 with a new surface detection competition starting on November 13, continue to pursue full automation of virtual unwrapping and ink detection into 2026, leveraging community-driven models and optimized scanning protocols to achieve resolutions of 3–12 microns across entire s. Building reference libraries of high-resolution micro-CT scans will train more generalizable convolutional neural networks, potentially enabling the reading of one complete within years and scaling to hundreds. Longer-term prospects include excavating the unrecovered portions of the to recover additional s, alongside adapting these techniques to other damaged artifacts, such as burned medieval manuscripts or codices, to unlock broader ancient knowledge.

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