DAY ONE

10 June 2026


HOW GRAPHIC CODES EVOLVE

16:00 – 16:45

Olivier Morin 

Institute Nicod, École Normale Supérieure-PSL, Paris

The Predictability Sequence Hypothesis 

Abstract

The appearance of writing was a turning point in the evolution of human communication and cognition; yet writing did not evolve independently in most human societies. For millennia, many societies only used specialized graphic codes representing specific types of information—personal emblems, numbers, calendric units, among others. In the societies that invented writing independently, the notation of speech sounds is often preceded by such specialized notations, and is first used for telegraphic writing (encoding only some parts of speech), giving rise to full sentences notation only centuries later. Why? I will argue that the evolution of graphic codes is guided by a “predictability sequence”: the least predictable (hence most informative) types of information get encoded first. This hypothesis draws upon a robust finding in the study of linguistic production: we are more likely to explicitly say or write what our interlocutors cannot guess. This has consequences for the evolution of codes, as shown by experimental language evolution studies: self-sufficient codes are more likely to evolve for contextually unpredictable content. In line with this, I propose that a predictability hierarchy shapes both linguistic production today, and the evolution of graphic codes in the past. In this hypothesis, some types of content are consistently more predictable than others, in a way that is to a certain extent robust to historical and cross-linguistic variations; people can detect unpredictable content and they ascribe cognitive value to it; and the evolution of writing and other graphic codes should follow a sequence, with the invention and use of codes for highly unpredictable content (e.g. numerical quantities) occurring first, followed by the encoding of predictable content (e.g. articles or prepositions). I will present data from an ongoing project that puts these claims to the test. 

16:45 – 17:30

Andra Meneganzin

Institute of Philosophy, KU Leuven

Fancy Tools for Thinking: The Evolution of Exosomatic Devices from an Epistemic Niche Construction Perspective

Abstract

Contemporary human life is deeply shaped by the use of material tools and their properties to support our thinking, regulate our behavior, and externalize information. The emergence of exosomatic devices specifically designed to record, store, retrieve, and transmit information—such as artificial memory systems—is often presented as a unique human innovation. However, this development is neither recent nor isolated in human evolutionary history; rather, it is part of a longer trajectory with significant evolutionary predecessors. 
This talk situates the emergence of artificial memory systems within an epistemic niche construction (ENC) perspective, a framework introduced in philosophical literature to refer to the deliberate modification of environments to support cognitive performance, as well as the creation and use of tools for intelligent, coordinated action. After proposing a set of criteria to define and track ENC in the archaeological record, I will show how material culture and environments have long been transformed into scaffolds for human cognition and social organization. Applying these criteria to various domains of material culture—including the structuring of spaces and the use of personal ornamentation—I will highlight how these practices have gradually taken on collective informational roles. In doing so, I aim both to show how the evolution of exosomatic devices continues a long-standing trend of scaffolding collective intelligence and to provide a perspective for understanding the respects in which they represent a distinct phase within that broader trajectory. 


KEYNOTE

18:30

Maxime Aubert 

Griffith University, Brisbane

The Earliest Evidence for Modern Human Symbolic Behavior: Insights from Africa, Europe, and Indonesia 

Abstract

This presentation examines the earliest evidence for modern human symbolic behavior through a comparative lens spanning Africa, Europe, and Indonesia. By integrating archaeological, dating, and contextual data, it explores how and when symbolic expression emerged among early Homo sapiens populations. The talk highlights key categories of symbolic behavior, such as personal ornamentation, abstract engravings, and parietal and portable art, and evaluates their significance for understanding cognitive evolution, cultural transmission, and the diversification of early human societies. Bringing together case studies from African Middle Stone Age sites, the European Upper Paleolithic record, and recent breakthroughs from Indonesia, this presentation offers a global perspective on the origins and trajectories of symbolic behavior and what they reveal about the emergence of modern human creativity. 

DAY TWO

11 June 2026


THE MIND CREATES SYMBOLS… 

10:00 – 10:45

Fabio Di Vincenzo & Victor M. Longa

Sapienza University of Rome and University of Santiago de Compostela

Taking Differences Seriously: Integrating Hominin Cranio-Cerebral Variation with the Computational Analysis of Paleolithic Engravings

Abstract

Assessing the cognitive capacities of extinct hominins often relies on non-utilitarian cultural expressions such as ornaments, pigments, and engraved objects, whose production is assumed to reflect complex symbolic abilities. Within this interpretive framework, Paleolithic engravings frequently serve as key indicators: they are automatically regarded as symbolic artefacts and, by extension, as indirect evidence of modern-like linguistic or conceptual abilities. Yet such interpretations rest on assumptions about meaning that cannot be verified directly and risk projecting contemporary categories onto the distant past. 

This methodological concern becomes particularly significant when evaluating claims that Neanderthals and Modern humans were indistinguishable archaeologically, and therefore cognitively. Although influential, this position tends to downplay human fossil evidence of anatomical variation with potential implications for cognition. Quantitative analyses of fossil neurocranial remains reveal subtle yet systematic differences between the two taxa, suggesting that distinct modes of perceptual integration and information processing may have shaped how each human group engaged with the material world. 

To address these issues, here we propose a computational analysis of the formal properties of Paleolithic engravings, including patterning, recurrence, structural depth, and organizational constraints. By reconstructing the operational steps required to produce these marks, this approach evaluates their complexity independently of any assumptions about symbolic intent. When these computational profiles are examined alongside the evidence for neurocranial variation in both modern and fossil hominins, a coherent analytical framework emerges. Rather than reinforcing dichotomies of equivalence or inferiority, this perspective acknowledges morphological variation seriously as a potential source of cognitive diversity. The result is a more refined method of investigating how differences in brain structure may have intersected with the earliest manifestations of patterned behavior in the Paleolithic record. 

10:45 – 11:30

Derek Hodgson  

Independent Research

Precursors of Symbols: Priming of the Visual System through Embodied Feedback 

Abstract

The earliest abstract marks predate the figurate depictions of animals of the late Paleolithic by tens of thousands of years and derive from archeological horizons widely separated in place and time. Despite this, the marks display a surprizing similarity with a preference for sub-parallel lines and intersections. The first part of this presentation will explore the reasons for that preference. The second part, however, will explore the role of hand marks and what eventually led to the first representation of animals and the implications that arose therefrom.  In that endeavor, we will demonstrate how the embodied engagement with materials and neuronal recycling were crucial to the rise of symbolic expertise. 

11:45 – 12:30

Lloyd Austin Courtenay 

University of Bordeaux

Minimal Geometry, Maximal Cognition: Rethinking Paleolithic Linear Marks

Abstract

Linear marks — including tally-like markings and parallel incisions — are among the most cryptic graphic forms of the Paleolithic. Unlike figurative engravings or iconic designs, these simple geometries resist straightforward interpretation: their visual minimalism provides almost no direct cues to function, intention, or meaning. Yet across archaeological, ethnographic, and cognitive evidence, such marks consistently reveal structured organization. This talk examines the cognitive and analytical challenges posed by these “minimal” forms, asking to what extent they encode hidden cognitive variables or whether we sometimes risk overinterpreting what may, at first glance, be just a series of lines. I draw on spatial analyses of mark organization, including recent work on patterning in Paleolithic notations, and compare several key cases in which these deceptively simple geometric motifs appear. Integrating ethnographic and cognitive data, including examples of tally systems from Africa, I explore how such representations, when produced within cultural frameworks, can carry dense information through subtle organizational choices such as spacing, grouping, orientation, and repetition, rather than through iconic form. I argue that minimal geometry is not a limitation but a distinct representational strategy: one in which structure emerges from the manipulation of spatial relationships rather than from image-making. At the same time, I emphasize the need for caution in interpreting these marks and the inherent limitations of drawing inferences from minimal forms, without other supporting evidence. By examining how humans impose order on lines, I consider what these artifacts can (and cannot) reveal about Paleolithic cognition, external memory, and the early evolution of symbolically mediated thought. 

12:30 – 13:15

Izzy Wisher

Aarhus University  

Harnessing Machine Learning and Cognitive Science to Understand Visual Information Processing of Figurative Upper Paleolithic Art

Abstract

The European Upper Paleolithic figurative art represents some of the earliest material evidence for figurative representation in Homo sapiens. Dynamic and detailed animal representations have long captured academic attention and imagination, forming the core of academic debates on the emergence and evolution of symbolic behavior. Yet, the fragmentary nature of the archaeological record poses intrinsic challenges. Insights into how visual information was structured, perceived, and processed by Upper Paleolithic peoples through their art have been constrained by the available evidence.  

In this talk, I present two recent studies that integrate machine learning and cognitive science to address this challenge. The first study, in collaboration with colleagues at Stanford University, applies cutting-edge machine learning techniques to Upper Paleolithic figurative cave art from Cantabria, Spain. This approach identified structural features of the depictions that reliably encode information related to the spatial context, site, depicted species, and chronological period of the art. The results have profound implications for how we understand information encoding in figurative art, that is not readily accessible through traditional stylistic analysis alone. The second study harnesses eye-tracking of Magdalenian portable art, to determine how perceptual engagement with these objects is modulated by the saliency of decorative and functional affordance elements. This offers important empirical evidence for how visual and structural elements may have guided how these objects were engaged with and perceived in the deep past. 

Together, these studies illustrate how the novel integration of interdisciplinary computational and experimental methods can complement and enrich archaeological interpretation. This offers new directions for the investigation of early symbolic behavior, facilitating grounded and empirical insights into the cognitive foundations of Upper Paleolithic visual culture. 


… AND HUMAN PERCEPTION FOLLOWS

15:00 – 15:45

Biyu He

NYU

Neurobiological Basis of Conscious Visual Experiences in Humans

Abstract

15:45 – 16:30

Lorenzo Ciccione

Paris 8 University

The Perception and Understanding of Patterns and Graphics 

Abstract

Graphics are a cultural product, meaning that they are a human invention with defined rules and syntax. In this respect, they are very similar to written words and numbers, probably the two most famous cultural inventions. However, unlike them, graphics have been invented much more recently and they became widespread only in the last two centuries. Furthermore, graphicacy—the ability to read and understand graphics—has received little attention from cognitive psychology. In this talk, I will present some findings about the human ability to intuitively extract statistics and mathematical relations from graphical representations. Specifically, I will show that: graphics’ intuitions are available early on in development, independently from formal education, and correlate with statistical and mathematical knowledge; judging the trends of noisy graphical displays recycles brain areas usually devoted to the detection of objects’ orientation (in agreement with the neuronal recycling hypothesis) and also activates the brain network for mathematics; both children and adults can extrapolate non-linear mathematical patterns, with the notable exception of quadratic and exponential functions. 

DAY THREE

12 June 2026


A HANDFUL OF SYMBOLS

11:00 – 11:45

Adhi Agus Oktaviana et al.

Indonesian National Research and Innovation Agency (BRIN), Jakarta

The Narrowed Hand: Evidence for a Symbolic Shift in Pleistocene Sulawesi Rock Art 

Abstract

The rock art of Island Southeast Asia, particularly the Paleolithic hand stencils of Sulawesi, holds immense significance for rewriting the timeline of modern human symbolic behavior on a global scale. In this study, we present a detailed analysis focusing on a profound and widespread “early sign”: the modified negative hand stencil, where fingers are intentionally tapered or narrowed through the strategic application of red ochre pigment. 

Drawing on our extensive field documentation and recent Uranium-Thorium (U-Th) dating results, we establish the impressive geographical scope of this distinctive motif across Sulawesi’s complex karst environments. Our study includes new records from key sites such as Maros-Pangkep, Loko Malillin in Enrekang, and multiple locations across Muna and Buton Islands (e.g., Gua Mpolosa and Waburi 5). The U-Th minimum age of approximately ~ 67.8 ka for this modified motif on Muna Island places this sophisticated symbolic practice substantially earlier than much of the figurative art previously dated on the island 51.2 ka. 

We employ comparative morphological analysis across these sites to understand the pattern’s cultural meaning and its implication for population movement. We argue that this specific, shared graphic expression is not arbitrary. The transformation of the human hand into a claw-like or tapered form signifies a deliberate shift toward somatic symbolism, reflecting deep cultural concepts of human-animal integration or ritual transformation embedded in the Middle Pleistocene. The consistent, pan-Sulawesi occurrence of this highly specific symbolic sign is compelling evidence for a deeply interconnected cultural network or a shared ancestral symbolic substrate among the pioneering human populations of Wallacea, fundamentally challenging models that propose simple, culturally impoverished initial dispersal routes. 

11:45 – 12:30

Enza Elena Spinapolice and Marina Gallinaro 

Sapienza University of Rome

Dots, Fingers, Hands: Exploring Human Marks in the Earliest Upper Palaeolithic Painted Caves of Europe 

Abstract

This paper explores the relationship between different categories of human marks in the earliest Upper Paleolithic painted caves of Europe, focusing on the possible continuity between hand representations, and dot or circular motifs. While hand stencils and prints are among the most immediately recognizable anthropogenic marks in early parietal contexts, their relationship with more abstract signs, such as dots or clusters of dots, remains insufficiently explored. 

Starting from a reassessment of hand motifs, including those characterized by apparently truncated or missing fingers, we examine whether these variations reflect distinct practices or whether they may be part of a broader continuum of bodily marking and abstraction. Particular attention is given to the possibility that some dot motifs may constitute schematic or reduced representations of human body marks, rather than independent symbolic signs. This hypothesis is tested through a comparative analysis of spatial distribution, technical execution, scale, and contextual associations of hands, modified hands, and dots across several early Upper Paleolithic painted caves, with a specific focus on Chauvet Cave, but extending beyond it. 

Rather than assuming a priori symbolic meanings, this contribution adopts a methodological approach aimed at evaluating degrees of formal and conceptual continuity between bodily traces and non-figurative marks. By placing hands, missing fingers, and dots within the same analytical framework, we seek to assess whether these elements participated in shared visual grammars or marking practices, potentially reflecting early processes of abstraction rooted in the human body itself. 

In doing so, this paper contributes to ongoing debates on the emergence of symbolic behaviors by questioning rigid distinctions between figurative and non-figurative imagery in the earliest phases of Upper Paleolithic parietal art. 

12:30 – 13:15

Olivia Rivero 

University of Salamanca

From Hands to Marks: Expertise, Visual Attention, and Training in Upper Paleolithic Art

Abstract

Upper Paleolithic imagery includes a wide spectrum of motifs and technically demanding depictions whose execution implies shared routines and learned conventions. This paper examines whether apprenticeship and expertise can be detected through a combined reading of marks and engravings, and how a gestural reconstruction of engraving processes clarifies their place within early symbolic practices. 

The research integrates archaeological analysis (high-resolution imaging, 3D modelling, and formal study of selected Western European assemblages) with a chaîne opératoire approach to engraving. Microscopic and morphological criteria are used to reconstruct operational sequences as tool choice, hand positioning, stroke order, pressure control and the identification of technical difficulties, linking finished motifs to the gestures and decision points that produced them. Experimental replication complements this reconstruction: visual-arts/archaeology experts and non-experts completed psychometric tests and eye-tracked copying/reconstruction tasks based on Upper Paleolithic motifs and mark patterns, alongside controlled drawing and engraving using comparable techniques, monitored with motion-sensing gloves. 

Together, the results support a model in which Paleolithic art production was structured by culturally transmitted operational routines. A gestural, chaîne opératoire-based reconstruction offers a concrete bridge between material traces and learning processes, making apprenticeship archaeologically testable within early symbolic communities. 


THE NEXT ERA – JUNIOR SCHOLARS

15:00 – 15:45

Valentina Decembrini et al.

University of Bologna

Cracking Eggs Open: A ‘Geometric Grammar’ in the Ostrich Eggshell Engravings from the Southern African Middle Stone Age

Abstract

The debate on the emergence of behavioral modernity often focuses on the meaning of early engravings. This study aims to shift the focus: rather than interrogating the symbolic value of the schematic motifs incised on ostrich eggshells from the southern African Middle Stone Age (ca. 65–60 ka), it examines the cognitive foundations that enabled their production. Through a quantitative and systematic analysis of the engraved ostrich eggshell fragments from Diepkloof, Klipdrift and Apollo 11, we integrate methods from statistics and cognitive science to reconstruct the internal structure of the marks. Our results reveal a recurrent and organized use of parallelisms, orthogonality, grids, rotations, and iterative patterns, embedded within a hierarchical structure.

This suggests that as early as 60,000 years ago Homo sapiens possessed the ability to combine simpler geometric elements into a complex structured system. We propose that these engravings emerge as earliest manifestations of a ‘geometric grammar’ governing human formal production, a capacity that underpins both symbolic behavior and later graphic practices.

15:45 – 16:30

Zubair Mas’ud 

Indonesian National Research and Innovation Agency (BRIN), Jakarta

Uncovering the Symbolism of Geometric Patterns in Rock Art on the Coast of West Papua: Typology, Distribution, and Maritime Cultural Context 

Abstract

West Papua is located on the island of Papua and is one of the regions in eastern Indonesia. Discussions about rock art in this region show that most of it is located in coastal areas or areas directly related to the marine environment. The existence of these rock art reflects the relationship between the marine environment and the culture of past communities. Several rock cliffs, caves, and small islands were used as galleries for rock arts, both as symbolic media and as spatial markers.  

Geometric and figurative rock art can be seen in this region. Studies of rock art in West Papua have focused more on anthropomorphic and fauna figures, while geometric figures have been less studied. This study explores the typology, distribution patterns, and symbolic meanings of various geometric forms. Geometric forms include repetitive patterns such as circles, meanders, concentric circles, lines, squares, and others. These images are not merely decorative variations but reflect local wisdom in terms of visual language communication. They reveal the relationship between symbols and the orientation of living space, knowledge systems, identity, markers of important places, and possibly as ritual practices or even as a form of respect for ancestors. 

16:30 – 17:15

Paola Budano

University of Bologna

Telling Movement: Images of Prehistoric and Protohistoric Dance in Camunian Rock Art 

Abstract

One of the purposes of rock art is to tell stories of daily life, rituals, values, beliefs, and identity through images. The geographical distribution of figures such as the praying figure, which shows a highly schematic representation of the human body, helps identify shared codes whose origins can be explored from a cognitive perspective. Neuroscience, for example, has long emphasized the strong link between music and language, suggesting a potential shared cognitive foundation for both (Dempster 1998; Yu 2017).  

Reading narratives of prehistoric dance in rock art today involves decoding a communicative code related to immaterial cultural elements to study their context, function, and significance within the relevant human group. Research conducted by Yosef Garfinkel in the Middle East (Garfinkel 2003) has identified criteria for recognizing dance scenes based on analyses of figure arrangement, attributes, and characteristics such as uniformity and dynamism. Valcamonica, an authentic open-air museum with 1770 carved rocks, provides a comprehensive, chronologically extensive context for exploring how the human body in motion is represented.  

In particular, dance representations from the Copper and Iron Ages allow us to identify the characteristic traits of the groups inhabiting the valley. In accordance with archaeological evidence from cultures spread across the Alpine region arc, it can be seen that the interpretation of these representations changed from a community-based sense during the Copper Age to an identity-oriented one in the Bronze Age, and finally to a hierarchical-military significance in the Iron Age (Budano 2023). After introducing the characteristics of Camunian rock art, dance representations from the valley will be presented. Compared to other known contexts, these representations will prompt reflection on how the narrative of choreographic activity is constructed. 

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