23 January 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

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...

“Dholavira,” the settlement with the world’s oldest signboard

16 August 2021

16 August 2021

Dholavira, also known as Kotda (which means “big fort”), is one of the islands in Kutch’s vast desert. The city...

Bujeok: Korea’s Ancient Magic That Still Shapes Modern Beliefs

4 October 2025

4 October 2025

How centuries-old talismans bridge archaeology, shamanism, and digital life in one of the world’s most advanced nations. South Korea, a...

Queen Kubaba: Some 4,500 years ago, a woman rose to power and reigned over one of the largest civilizations in ancient Mesopotamia

28 December 2023

28 December 2023

Is it possible to say who was the first queen in history? Given the size and diversity of human civilization,...

Jiroft: The Mysterious Rival of Mesopotamia and the Dawn of an Ancient Civilization

24 March 2025

24 March 2025

Recent archaeological discoveries in southeast Iran are reshaping our understanding of early civilizations, particularly the Jiroft Civilization, which thrived around...

Forged 5,000 Years Ago: The World’s Oldest Swords Discovered at Arslantepe Mound, Türkiye

10 June 2025

10 June 2025

In the arid plains of Eastern Anatolia, nestled along the western bank of the Euphrates River near Malatya, Turkey, lies...

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...

Bristol Redcliff Quarter’s outstanding medieval knife

17 May 2022

17 May 2022

In 2017 and 2018, Cotswold Archeology and Oxford Archeology, in a joint venture, undertook excavations ahead of redevelopment at Redcliff...

The Babylonian captivity or Babylonian exile

16 August 2021

16 August 2021

The Babylonian captivity or exile was an era in ancient Israel’s history. That exile began with a two-stage expulsion in...

Brief history and 9 unknowns of Hagia Sophia

11 August 2021

11 August 2021

The Great Church was the name given to Hagia Sophia when it was initially constructed (Megale Ekklesia). However, the Church...

“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...

No Ancient Super-Highway: The Reality of Europe’s Erdstall and the Scotland-Türkiye Tunnel

28 April 2025

28 April 2025

The internet continues to buzz with the captivating notion of an immense, prehistoric tunnel network stretching from the Scottish Highlands,...

Istanbul’s Iron Church of Unique Beauty

1 November 2021

1 November 2021

The Bulgarian Church of St. Stephens was constructed like a cross-shaped Basilica. St. Stephen Church is also known as The...

From Prehistoric Georgia ‘World’s oldest wine”

12 July 2022

12 July 2022

For many years in a row, wine has been a popular alcoholic beverage consumed worldwide. While we associate many things...

“If this site (Sharda temple)is restored and conserved, it will attract thousands of Hindus and Buddhists from Kashmir and the rest of the world”

7 August 2021

7 August 2021

Sharda Peeth, a historic learning institution located 200 kilometers (124 miles) from Muzaffarabad, the capital and largest city of Pakistan-administered...