Many Culture Causes

In a recent study, three large language models (LLMs)—ChatGPT, Claude, and Gemini—were tasked with evaluating the relative explanatory power of 16 causes of cultural change across two distinct periods: 1700-1900 and 1900-2025. The research aimed to understand how cultural shifts have been influenced by various factors over time.

The study involved two main components: polls and LLM analysis. For the polls, participants were asked to select one of four causes from a list of 16. The LLMs, on the other hand, were instructed to think of 50 cultural changes in each period and score each cause on a 0-10 scale for its relevance to each change. The scores were then aggregated to determine the overall explanatory power of each cause.

One of the key findings was the significant role of "Elite Youth Culture" in driving cultural change, particularly during the 1900-2025 period. The rise of high school and college education, along with youth-led movements, played a crucial role in shaping cultural trends. Changes that resonated with elite youths gained traction, reflecting the influence of younger generations on broader societal norms.

Another notable cause was "Lazy/Myopic/Selfish/Pleas," which saw a resurgence in the latter period. The shift towards a more consumer-oriented society, characterized by a focus on instant gratification and a lack of long-term planning, was attributed to this factor. The preference for short-term gains and reduced effort in various aspects of life became a dominant cultural trend.

The "Forager Reversion" cause, which emphasizes art, leisure, democracy, and equality, also gained prominence. This trend was linked to a growing disillusionment with traditional hierarchical structures and a desire for more egalitarian and creative forms of expression. The 1900-2025 period saw a renewed interest in pre-industrial lifestyles, with a focus on sustainability and communal living.

"Individualism, Authentic" emerged as a powerful force in both periods, though its influence was more pronounced in the latter. The rise of individualism and authenticity was tied to the decline of traditional institutions and the emergence of social media, which allowed individuals to express themselves freely and connect with like-minded people globally.

The "Innovate, Explore, Create" cause was another significant driver of cultural change, particularly in the 1900-2025 period. Advances in technology and increased global connectivity fostered a culture of innovation and creativity, with people seeking new experiences and ways of thinking.

The study also highlighted the importance of "Abstract Concept, Reason" in shaping cultural trends, especially in the latter period. The growing emphasis on rational thinking and abstract ideas was linked to the scientific and technological advancements of the time, as well as the spread of education and critical thinking skills.

"Rich, Safe, Trade/Talk" was found to be a dominant factor in both periods, reflecting the growing influence of wealth and globalization on cultural change. The ability to travel, trade, and communicate with others from diverse backgrounds contributed to the blending of cultures and the spread of new ideas.

"Merging Culture Appeal" was particularly relevant in the 1900-2025 period, as the increasing interconnectedness of the world led to a more diverse and intertwined cultural landscape. The ability of cultural changes to appeal to a wide range of cultures became a critical factor in their acceptance and dissemination.

"Fashion/Elite Displace" was another cause that gained prominence, particularly in the latter period. The role of fashion as a means of social distinction and the desire of elites to differentiate themselves from one another became a significant cultural driver.

"Media/Word Legible" was crucial in both periods, as the ability of cultural changes to be communicated effectively through words and mass media ensured their widespread acceptance. The rise of digital media in the latter period amplified this trend, enabling rapid dissemination of ideas and information.

"Big Org/Inst. Codify" was identified as a key factor in the 1900-2025 period, as large organizations and institutions played a growing role in shaping and codifying cultural norms. The establishment of new institutions and the expansion of existing ones contributed to the standardization of cultural practices.

"Sounds Good, Short-Run" was a dominant factor in the latter period, with a preference for cultural changes that offered immediate benefits and a positive outlook. This trend was linked to the fast-paced nature of modern life and the desire for quick solutions to complex problems.

"Visible Sacrifice" was found to be significant in both periods, as visible acts of sacrifice and dedication served as symbols of allegiance and commitment to certain cultural values. The ability of cultural changes to demonstrate such sacrifices was closely tied to their acceptance and longevity.

Lastly, "Lose Religion/Fragment" was identified as a critical cause in the 1900-2025 period, as the decline of traditional religious and cultural institutions led to a fragmented and diverse cultural landscape. The loss of core cultural glues, such as religion and traditions, resulted in a more fluid and ever-changing cultural environment.

In conclusion, the study revealed that cultural change is driven by a complex interplay of factors, with different causes gaining prominence in different periods. The rise of individualism, the influence of elites, and the impact of technology and globalization were among the most significant trends shaping cultural change over the past three centuries. As the world continues to evolve, understanding these underlying causes will be crucial in predicting and navigating future cultural shifts.