The object at the center of this research is a finely carved limestone slab discovered near Heerlen, a historical region now within modern-day Netherlands. Unlike most Roman-era games traced through ephemeral media like dust or wood—materials that rarely survive time—this durable stone bears a detailed geometric pattern with intersecting lines and visible surface wear consistent with repeated use as a gaming board. The artifact’s preservation not only presents a rare glimpse into ancient leisure but also poses an intricate puzzle: what were the rules and objectives of the game played upon it?

Addressing this mystery demanded cutting-edge computational techniques. Archaeologists collaborated with computer scientists to deploy an AI system known as Ludii, developed within the Digital Ludeme Project, a European research initiative dedicated to mathematically and historically plausible reconstructions of traditional games. This AI platform was tasked with simulating hundreds of distinct rule sets to assess which game mechanics could feasibly generate the wear patterns observed on the limestone surface. By allowing AI agents to play countless iterations, the system aimed to identify a set of coherent rules that matched the real-world evidence.

The methodology fundamentally revolves around a form of computational archaeology, where AI acts as an impartial experimentalist capable of exhaustively exploring vast rule spaces and gameplay possibilities that human researchers could not feasibly test. The simulations incorporated rule elements from a variety of known ancient European games, including the Scandinavian haretavl and Italy’s gioco dell’orso, thereby anchoring the analysis in historical context while allowing for novel rule inferences. The results consistently indicated a strategic category known as blocking games, wherein the objective is to immobilize the opponent’s pieces rather than directly capture them.

Central to this outcome was the AI’s ability to replicate the friction-induced wear patterns concentrated along certain carved lines. By iteratively adjusting rule parameters—such as piece movement constraints and win conditions—the AI sought configurations that not only led to plausible game dynamics but also created spatial usage patterns identical to those physically preserved on the artifact. This dual validation bridges the gap between theoretical gameplay modeling and tangible archaeological evidence, establishing a new paradigm for interpreting ancient material culture.

The implications of unveiling a blocking game dating from the Roman period are profound. Traditionally, such games are scarcely documented prior to medieval Europe, implying that strategic gameplay of this nature may have a far deeper historical lineage than previously acknowledged. This discovery challenges prevailing narratives about the evolution of game mechanics and social pastimes over millennia. Furthermore, it opens avenues for reassessing other archaeological finds that to date have resisted conventional interpretation, suggesting that AI could be instrumental in decoding many ancient mysteries encoded in wear patterns or geometric designs.

Dr. Matthew Stephenson, a lead computer scientist from Flinders University, emphasized the transformative potential of integrating modern machine learning with archaeological inquiry. “Our approach demonstrates how computational simulations can bridge interdisciplinary boundaries, providing a quantitative and replicable framework for understanding cultural artifacts that otherwise would remain enigmatic,” he stated. Such AI-driven models not only corroborate historical hypotheses but also generate new perspectives that can guide future excavation and conservation strategies.

The research is exemplary of the collaborative synergy between archaeology, digital modeling, and cultural history. By leveraging the Digital Ludeme Project’s extensive repository of ancient games and employing open-source AI tools, the team crafted a nuanced reconstruction far richer than could be achieved by either discipline alone. The strategy underscores how emerging technologies redefine scholarly capabilities, enabling researchers to pose novel questions and derive answers from complex datasets intrinsic to cultural heritage.

Importantly, this study also suggests a scalable methodological framework for similar inquiries. AI simulations can be tailored to investigate an array of artifacts featuring geometric patterns or signs of use wear, from board-like objects to engraved stones and ceramics. As computational models grow more sophisticated, incorporating broader historical datasets and player behavior algorithms, their applicability to archaeological problem-solving will expand, offering a new dimension to the social sciences.

The article detailing these findings, “Ludus Coriovalli: using artificial intelligence-driven simulations to identify rules for an ancient board game,” was published in the esteemed journal Antiquity. The research involved an interdisciplinary team spanning several European universities and institutions, supported by the European Research Council’s Consolidator Grant for the Digital Ludeme Project. High-performance computing infrastructure facilitated the extensive simulations, while open-access publication ensures the methodology’s accessibility for future scholars.

The success of this integrative approach offers compelling evidence that the intersection of AI and archaeology can revolutionize our understanding of historical artefacts. By reproducing ancient gameplay through AI agents, researchers can validate hypotheses regarding cultural behaviors previously obscured by millennia of time. This breakthrough not only enriches our comprehension of ancient social practices but also heralds a broader shift towards computational techniques as standard tools in archaeological sciences.

Looking forward, the study’s authors envision applying these methods to other enigmatic artifacts globally, including those lacking textual or iconographic documentation. Artificial intelligence may soon become indispensable in unraveling the hidden stories embedded within the material remnants of human history. As Dr. Crist, the lead archaeologist of the study, poignantly remarked, “AI offers archaeologists a promising new tool for understanding ancient games that don’t resemble those known from surviving texts or artworks.”

This landmark research exemplifies how entwining computational innovation with classical scholarship can uncover long-lost cultural narratives embedded in objects once deemed inscrutable. It marks a seminal step toward unlocking the playful past of ancient civilizations, revealing not merely the objects they left behind, but also the rules that governed their social interaction and leisure.

Subject of Research:
Not applicable

Article Title:
Ludus Coriovalli: using artificial intelligence-driven simulations to identify rules for an ancient board game

News Publication Date:
11-Feb-2026

Web References:
https://www.cambridge.org/core/journals/antiquity/article/ludus-coriovalli-using-artificial-intelligencedriven-simulations-to-identify-rules-for-an-ancient-board-game/E5644BD43F8A5DC86DD1183A3E645ED9
http://dx.doi.org/10.15184/aqy.2025.10264
http://ludeme.eu/

References:
Walter Crist, Éric Piette, Karen Jeneson, Dennis J.N.J. Soemers, Matthew Stephenson, Luk van Goor, Cameron Browne. “Ludus Coriovalli: using artificial intelligence-driven simulations to identify rules for an ancient board game.” Antiquity. DOI: 10.15184/aqy.2025.10264

Image Credits:
Flinders University

Keywords

Artificial Intelligence, Archaeology, Ancient Games, Roman Board Game, Ludus Coriovalli, Computational Simulation, Digital Ludeme Project, Cultural Heritage, Game Reconstruction, Blocking Games, Machine Learning, Historical Recreation

The focal point of the study is Building 101 at Tel ʿEton, a site nestled in Israel’s southeastern Shephelah region. This well-preserved, architecturally complex residence offers a rare snapshot of domestic life just prior to its destruction during an Assyrian military campaign in the late eighth century BCE. This destruction event effectively sealed hundreds of pottery vessels and various domestic artifacts within debris layers, allowing archaeologists an unparalleled glimpse into the household’s organization, use of space, and occupants’ social dynamics.

Professor Avi Faust and his interdisciplinary team implemented a multifaceted analytical framework that transcended conventional archaeological approaches. By integrating artifact typology, spatial distribution, architectural layout, and ethnographic analogies from contemporary aging studies, they reconstructed the quotidian realities of this ancient family’s elder members. This approach reveals a dramatically different perception of elderly individuals from what skeletal analysis alone could provide, presenting them as active agents with significant social influence within their household.

One of the most compelling discoveries was Room B within Building 101, hypothesized to have housed the oldest members of the household. This room’s characteristics were notably distinct: it was the largest chamber, situated on the ground floor, and uniquely served as a living and sleeping area, unlike other rooms dedicated to specialized functions such as storage or cooking. Its strategic placement opposite the entrance afforded the residents a commanding vantage point over the courtyard and adjoining rooms, suggesting a role associated with oversight and social engagement rather than mere seclusion.

The difficulty elders would face climbing ladders to upper-story quarters aligns with ethnographic insights regarding mobility in aging populations, supporting the interpretation that the most senior family members occupied the ground floor living space. Material culture within this room included rare and symbolically charged objects: a footbath indicative of social hospitality rituals, and remnants of burnt cedar wood potentially belonging to a substantial chair. These artifacts imply the patriarch’s prominent position as a household head who presided over activities and guests, while the matriarch orchestrated domestic tasks.

Adjacent spaces illuminate the matriarch’s domestic and managerial roles further. An adjoining room contained a large loom, linking her to textile production, child care, and food preparation areas. These domestic industries, vital for household sustenance and social cohesion, underscore the elder woman’s centrality within household economic and social frameworks. This nuanced perspective challenges reductive narratives of elderly individuals as passive or marginalized in traditional archaeological interpretations.

The study underscores the limitations inherent in relying solely on skeletal remains for identifying the elderly in Iron Age Israel, where burial records are frequently incomplete or fragmented. By shifting focus to household context and material culture, the research reveals the elderly as embedded within family hierarchies, participating dynamically in resource management and decision-making processes. This approach moves beyond chronological age to apprehend elderhood as a lived social identity marked by authority, responsibility, and integration.

Professor Faust emphasizes the transformative potential of this methodology. “For decades, archaeological narratives have omitted the elderly, rendering them invisible in reconstructions of ancient societies,” he notes. Through careful artifact analysis and contextual interpretation, the research expands archeological capabilities to recover the voices and agency of older adults, enriching broader historical understandings of kinship, residence, and social structure in the Iron Age.

Beyond rewriting age-related social histories at Tel ʿEton, the implications of this research ripple across archaeology more generally. It foregrounds the importance of household archaeology in elucidating aspects of quotidian life inaccessible through skeletal or textual records alone. Through a synergistic combination of material studies and ethnographic parallels, researchers can now explore social gerontology in antiquity with unprecedented depth and nuance.

Importantly, this study also challenges modern perceptions surrounding aging and social value. Ancient elders at Tel ʿEton were not relegated to the periphery but functioned as pivotal figures ensuring family cohesion, supervising labor, and maintaining resource stewardship. This reflects a complex social fabric where age conferred respect and responsibility, a perspective that enriches contemporary debates about ageism by highlighting its historical variability and contextual specificity.

By opening this new archaeological avenue, the study from Bar-Ilan University equips scholars to investigate elderhood in other ancient contexts worldwide. The meticulous study of small domestic finds within their spatial and cultural matrix, paired with ethnographic insights, has potential to illuminate neglected social dimensions across temporal and geographic boundaries, creating a more inclusive and vibrant understanding of ancient social landscapes.

This research ultimately exemplifies the capacity of archaeology to rethink past social identities through innovative interdisciplinary lenses. It rekindles awareness that daily life—especially the nuanced roles of those often overlooked—leaves tangible traces awaiting discovery. In doing so, it challenges both scholars and the public alike to reconsider the narratives through which we interpret human history and social complexity.

Subject of Research: The social roles and daily lives of elderly individuals in Iron Age Israel, as revealed through household archaeology at Tel ʿEton.

Article Title: The Archaeology of the ‘Elderly’, ‘Elders’, ‘Fathers’ and ‘Mothers’ in Iron Age Israel: Building 101 at Tel ʿEton as a Case-Study

News Publication Date: 7-Jan-2026

Web References: https://www.cambridge.org/core/journals/cambridge-archaeological-journal/article/archaeology-of-the-elderly-elders-fathers-and-mothers-in-iron-age-israel-building-101-at-tel-eton-as-a-casestudy/8554ED3A4AD156172976DBBF8A7EC2D2

Image Credits: Vered Yacobi

Keywords: Archaeology, Iron Age, Elderly, Household Archaeology, Social Roles, Tel ʿEton, Bar-Ilan University, Domestic Life, Material Culture, Ethnography, Assyrian Destruction, Social History

Since the initial discovery in 2020, led by Regents Professor Takeshi Inomata and Distinguished Professor Daniela Triadan, the multidisciplinary team has delved deeper into the spatial and cultural context of Aguada Fénix and its environs. Their investigations have revealed that this monumental site was not an isolated phenomenon but part of a densely populated landscape harboring nearly 500 smaller, similar structures dispersed across southeastern Mexico. These findings suggest a sophisticated regional pattern of ceremonial centers interconnected through shared cultural and ritualistic frameworks.

The latest research published in Science Advances unveils a striking architectural feature: a cruciform-shaped pit meticulously excavated at the core of Aguada Fénix. This cross-shaped cavity contained an extraordinary cache of ceremonial artifacts, including jade axes, intricately carved ornaments depicting fauna such as crocodiles, birds, and symbolic motifs like a woman in childbirth. Such artifacts, emblematic of ritual significance, affirm the site’s role as a focal point for complex religious observances during the Middle Preclassic period.

One of the most compelling discoveries within this cruciform pit is the arrangement of mineral pigments—blue, green, and yellowish soils—deposited in alignment with the cardinal directions. This precise chromatic orientation constitutes the first concrete evidence linking specific pigment colors to their corresponding directions in a Mesoamerican ritual context, an alignment integral to various indigenous cosmologies. The pigments, alongside the artifacts, were likely offerings sealed beneath layers of sand and soil, with radiocarbon analyses dating this cache between 900 and 845 B.C.

Utilizing airborne LiDAR technology, which allows for the penetration of dense jungle canopy to reveal underlying anthropogenic structures, the research team mapped the extensive layout of Aguada Fénix and adjacent constructions. Remarkably, the site is aligned with celestial events—the main axis corresponds to the rising sun on October 17 and February 24, defining a 130-day interval congruent with half of the Mesoamerican 260-day ritual calendar. Such astronomical precision underscores the advanced observational capabilities of its builders and the cosmogrammatic intent embedded in the site’s design.

Further architectural features substantiated by excavation include a network of causeways, sunken corridors, canals, and a dam designed to channel water from a nearby lagoon. These infrastructural elements extend up to six miles from the main platform, following the site’s solar orientation and exemplifying a comprehensive landscape engineering approach. This level of integrated environmental manipulation reflects an early and profound understanding of hydraulic management paired with ceremonial architectural planning.

Contrary to traditional paradigms that emphasize centralized authority in the construction of megalithic Mesoamerican sites—where powerful rulers orchestrated enormous labor forces—the discovery at Aguada Fénix challenges this notion. The archaeological record lacks evidence of exclusive dynastic rule or coercive power. Instead, it suggests a form of communal leadership characterized by intellectual or astronomical stewardship. Leaders likely coordinated construction and ritual activities through shared cosmological beliefs, fostering collective participation without the imposition of autocratic control.

The research not only reshapes our grasp of early Maya civilization but also prompts a reevaluation of social organization models in prehistoric contexts. The monumental scale achieved without apparent hierarchical dominance implies that complex societies can realize grand construction projects through consensus-driven cooperation. This insight resonates with contemporary discussions on social equity and collective action, demonstrating that powerful social change does not inherently require substantial inequalities or coercive governance.

From a methodological standpoint, the integration of non-invasive technologies like LiDAR with meticulous stratigraphic excavation and radiocarbon dating establishes a robust multidisciplinary framework for archaeological inquiry. The findings at Aguada Fénix thus exemplify how cutting-edge technological tools, combined with cultural and astronomical expertise, can unravel the intricate relationship between ancient peoples and their cosmological understandings.

Graduate team members, including doctoral student Xanti S. Ceballos Pesina, highlight the site’s immense scale and architectural sophistication. The discovery underscores the transformative impact of advanced remote sensing techniques, which continue to revolutionize archaeological landscapes, opening windows into lost civilizations previously concealed beneath dense tropical foliage.

Overall, Aguada Fénix stands as a testament to the ingenuity and cosmological sophistication of early Mesoamerican peoples. The site’s discovery and excavation offer profound insights into prehistoric ceremonial practices, social organization, and landscape modification, thereby expanding the narrative of Maya prehistory and challenging long-held assumptions about the evolution of complex societies.

Subject of Research: Archaeological and astronomical investigation of the Aguada Fénix monumental complex and its role as a cosmogram in early Maya civilization.

Article Title: “Decoding Aguada Fénix: Unveiling the Oldest Maya Cosmogram and Its Implications for Preclassic Sociopolitical Structures”

News Publication Date: June 2024

Web References:

• University of Arizona News on Aguada Fénix discovery
• Science Advances DOI: 10.1126/sciadv.aea2037

Image Credits: Photo by Atasta Flores, University of Arizona

Keywords: Aguada Fénix, Maya civilization, cosmogram, Mesoamerican archaeology, LiDAR, Middle Preclassic period, ceremonial architecture, mineral pigments, radiocarbon dating, astronomical alignment, social organization, landscape engineering