15 April 2026 The Future is the Product of the Past

Clarifying The Complexities Of Communication Across Millennia In Mesoamerica

The long-held consensus that the more populated and “civilized” a society, the more complex their communication may be more nuanced than previously thought.

After systematically analyzing written and otherwise recorded evidence of shared information in prehispanic Mesoamerica over 3,000 years, two archaeologists say governance appears to be a more influential factor than society size in determining the complexity of computational communications.

They published their findings in a special theme issue of the Journal of  Social Computing focused on the collective computational abilities of prehistoric societies.

“Mesoamerica — much of today’s Mexico and Central America — is considered one of the few places in the world that saw pristine development of writing systems, without input from other scripts,” said paper author David M. Carballo, assistant provost for general education and associate professor of archaeology, anthropology, and Latin American studies at Boston University.

Mesoamerica’s relative geographic isolation from Eurasia from about 1500 BCE to 1520 CE, according to Carballo, makes it a unique case study in the contexts of how writing and other computational communications might evolve, or not, especially in neighboring cultural groups with different approaches. Carballo and Gary M. Feinman, MacArthur Curator of Mesoamerican, Central American and East Asian anthropology at the Field Museum of Natural History in Chicago, examined the correlation between society size and 10 specific communication practices in 30 localities, then in six regional areas and finally in Mesoamerica as a whole.



📣 Our WhatsApp channel is now LIVE! Stay up-to-date with the latest news and updates, just click here to follow us on WhatsApp and never miss a thing!!



Late Classic limestone stela from Tonina, Chiapas [Photo: Haupt & Binder]

“The systematic analysis of 30 Mesoamerican population centers demonstrated that, while a correlation did exist between the presence and application of computational communication, including writing, and social complexity, viewed in terms of urban populations and area of political control, it was not a clean, linear relationship,” Feinman said. “Instead, another axis of sociopolitical organization — how people were organized, the nature of the relationships among political elite and between leaders and followers– had a direct effect on their communication and writing.”

Computational communications in areas ruled by autocratic rulers and kings was highly elaborate, but largely focused on extoling the ruler’s virtues to other elite or influential people since most people likely had low literacy rates. In areas governed by councils or other more “collective” means with distributed power arrangements, the computational communications were generally less elaborate, such as annual calendar systems related to agricultural, ritual, and market cycles. Those less elaborate approaches also made use of more symbolic narratives, so that the information could be understood across spoken languages regardless of literacy levels.

“This isn’t an issue of ‘oh, people aggregated and needed a way to communicate and the technology was magically developed and spread,’” Feinman said. “The process is much more variable, complicated, and linked to how people were organized and the resultant communications.”

The understanding deviates from more regular correlations determined by two other models, published in 2018 and 2020, respectively. As part of a Santa Fe Institute conference in late 2020, Feinman and Carballo assessed the two empirically based and cross-cultural models that outline the correlation on a global scale, but with different temporal relationships and smaller scalar units. The 2018 and 2020 publications used regional-scale empirical units from Seshat. 

The 2018 model concluded a generally linear relationship between societal scale and advances in communications, while the 2020 model used a finer time scale and determined a punctuated, stepwise-correlation, wherein population grows, necessitating more advanced communications. The increase in size and complexity even out, before one jumps again, bringing the other with it.  

Carballo cautioned that, despite the apparent discrepancy, the assessment of the more pristine Mesoamerica context does not invalidate the more global models.

“This work is highly interdisciplinary between high-level computational modelers and those studying the fine cultural details,” Carballo said. “It’s the forest and the trees. We can say to the modelers, these variables look a little simple, we need to understand how they correlate in the context of politics.”

Feinman echoed the sentiment.

“We’re seeing a pattern that technology is embedded in the cultural system, and that relationship may not hold everywhere,” Feinman said. “That doesn’t mean the model is completely wrong, in fact we find some support for the step-wise model; instead, it indicates that history is complicated. Demographic and spatial scale, though relevant, do not alone determine time/space diversity in media of computational communication.”

Carballo and Feinman plan to continue investigating how and why governance varied so greatly across Mesoamerica and its relationships to other aspects of life.

“Fifty years ago, most scholars believed that all premodern political units, especially outside of Europe, were governed despotically with direct administration of the economy,” Carballo said. “This model has now been shown to be completely off-base for many historical cases, and some Mesoamerican polities may be highly informative regarding how sustainable governance was maintained without great concentrations of wealth and power.”

Tsinghua University

Cover Photo: Teotihuacan carved stone with glyph from plaza of the columns (photograph by david m. Carballo, illustrations by pedro cahuantzi hernández).

Related Articles

500-year-old Inca mummy, as if in a deep sleep “La Doncella”

24 August 2021

24 August 2021

Three Inca mummies found near the high Volcán Llullaillaco peak in Argentina in 1999 stunned all scientists. The 3 Incas...

Balkanatolia: The Forgotten Continent That Sheds Light On The Evolution Of Mammals

25 February 2022

25 February 2022

A team of French, American and Turkish paleontologists and geologists led by CNRS researchers has discovered the existence of a...

700 Years After Dante’s Death, His Handwritten Notes Are Discovered

11 July 2021

11 July 2021

Dante Alighieri, an Italian poet, and scholar are best known for his masterwork La Commedia (also known as The Divine...

The Mysterious Figure of Anatolia: Alexander of Abonoteichus, the False Prophet of Rome

12 February 2025

12 February 2025

In the annals of history, few figures are as intriguing as Alexander of Abonoteichus, the self-proclaimed prophet who captivated the...

The Dispilio Tablet: may be the earliest known written text

7 January 2022

7 January 2022

Although traditional archeology claims that writing was not invented in Sumer between 3000 and 4000 BC, an artifact that contradicted...

The Mysterious Horsemen of Pir Panjal: Secrets of an Ancient Legacy in Jammu and Kashmir

24 April 2025

24 April 2025

Deep within the rugged Pir Panjal range in Jammu and Kashmir, India, lies a captivating mystery known as the Mysterious...

A Pagan cemetery belongs to the Late Roman Empire period in Istanbul

12 June 2022

12 June 2022

During the restoration of the ancient Sheikh Suleiman Mosque, which was restored as part of the Med-Art Education Project by...

Derinkuyu: A Subterranean Marvel of Ancient Engineering with 18 Levels and Capacity for 20,000 Inhabitants

2 May 2025

2 May 2025

Beneath the sun-drenched plains of Cappadocia, where otherworldly “fairy chimney” rock formations pierce the sky, lies a secret world carved...

Unsolvable Megalithic Mystery of ancient Greek “Dragon Houses”

8 January 2025

8 January 2025

The Dragon Houses of Euboea, which probably dates to the Preclassical period of ancient Greece, are one of the historical...

An Interesting Ottoman Tradition Resembling Christmas tree: “NAHIL” OR WISHING TREE

28 December 2022

28 December 2022

Nahıl, a word of Arabic origin, means date palm. This word was later used by the people to mean the...

Incredible Mayan Inventions and Achievements

31 July 2022

31 July 2022

The Mayans excelled at agriculture, pottery, writing, calendars, and arithmetic, leaving an incredible quantity of spectacular architecture and symbolic artwork...

“Nikasitimos Was Here Mounting Timiona,” 2,500-year-old erotic graffiti on Astypalaia, Greece

7 April 2024

7 April 2024

In 2014, an archaeologist working on Astypalaia, a remote Greek island of the Dodecanese discovered one of the world’s oldest...

The mystery of Cathedral of Salamanca’s astronaut figure, isn’t what people think it is

10 March 2022

10 March 2022

There is a photograph of an “astronaut” carved in a 16th century Spanish cathedral in Salamanca. Known as the Catedral...

Hornelund Brooches: Exquisite Viking Gold Ornaments with Norse and Christian Symbolism Unearthed in Denmark

5 August 2025

5 August 2025

The Hornelund Brooches are rare and captivating examples of Viking Age goldsmithing, discovered in southwestern Jutland, Denmark. These two intricately...

The Legacy of the Double-Headed Eagle: From Hittite Kings to Modern Icons

25 June 2025

25 June 2025

The double-headed eagle is one of the most enduring symbols in human history. Recognized today as an emblem of imperial...