Scale vs. Speed: Why Organizations Slow Down: How Math Shows How We Lose Interest

Scale vs. Speed: Why Organizations Slow Down: How Math Shows How We Lose Interest

In the fast-paced world of business, organizations often find themselves at a crossroads. They must decide whether to focus on scaling their operations or maintaining their speed and agility. Both options have their merits, but they also come with their own set of challenges. This article explores the reasons why organizations tend to slow down as they grow and the mathematical principles behind how we lose interest.

As organizations expand and attract new customers, their priorities begin to shift. While innovation may have been the driving force behind their initial success, customers now want promises kept, reliability, and reasonable prices. They desire efficiency and predictability in the products and services they receive. This change in customer expectations often leads organizations to prioritize stability over innovation. Shipping improvements on a regular schedule and bringing predictability to their offerings allows organizations to reach a broader audience and make a more significant impact. It's important to remember that many of the most successful companies we know today, such as Apple, Google, Slack, and Instagram, started with just a handful of employees. Scaling up doesn't always mean sacrificing speed and agility.

However, maintaining a balance between scale and speed is no easy task. Just as organizations begin to scale, they often hit a point where the pace of innovation slows down. This phenomenon is not unique to any specific industry or company. It's a common challenge that most organizations face. The key to overcoming this hurdle lies in the ability to refactor, reinvent, and start anew. Many successful companies have spun off their cash cows and assembled teams to embark on new ventures from scratch. While these new endeavors may not immediately succeed, the experience gained and the persistence shown eventually pays off. The lesson here is that organizations should not fear starting over when faced with stagnation. Embracing new ideas and taking calculated risks can reignite the innovative spirit that propelled them to success in the first place.

Now, let's shift our focus to the concept of losing interest. Renowned neuroscientist David Eagleman presents an intriguing perspective on how a person's life continues to live on even after they have passed away. According to Eagleman, a person only truly dies when they are forgotten. This notion suggests that a person's life leaves an indelible mark on others, even if they are no longer remembered consciously. Their influence lives on in the subconscious minds of those they have touched, shaping the way they see themselves as part of a group and influencing the structures and priorities of society. It highlights the importance of continued and shared attention to people and events.

A recent study delves deeper into the idea of collective memory and how it decays over time. The researchers used attention as a proxy for memory and analyzed various online sources, including Wikipedia profiles, physics papers, patents, songs, and film trailers. They discovered that the decay of collective memory follows a mathematical law known as a biexponential function. This function has two phases: an initial sharp decline followed by a more gradual slope. The initial decline is driven by communicative memory, which involves the word-of-mouth transfer of information. As time progresses, cultural memory takes over, sustained by the physical recording of information.

Interestingly, the study found that different forms of media have varying rates of decay in collective memory. Music experienced the shortest and sharpest initial decline in attention, while the online biographies of sports stars had the longest decline. This discrepancy can be attributed to the different modes of transmission and recording available for each medium. Music relies heavily on word-of-mouth, while sports biographies have a more enduring cultural memory due to their physical recording.

Understanding the principles behind the decay of collective memory can have practical implications for individuals and organizations. It emphasizes the importance of creating lasting impressions and ensuring that one's contributions are recorded and accessible. For organizations, it means striving to create products, services, and experiences that leave a lasting impact on their customers and society as a whole. It also underscores the significance of archiving and preserving valuable information for future generations.

In conclusion, the intersection of scale and speed in organizations and the decay of collective memory share common points. Both phenomena highlight the need to balance stability and innovation. Scaling should not come at the expense of agility and speed, and organizations should be willing to start anew when faced with stagnation. Similarly, individuals should strive to leave lasting impressions and ensure that their contributions are remembered. To put these insights into action, here are three actionable pieces of advice:

1. Embrace a culture of innovation and experimentation. Encourage teams within your organization to explore new ideas and take calculated risks. Starting something new from scratch can reignite the innovative spirit and lead to breakthroughs.

2. Prioritize customer trust, reliability, and efficiency. As organizations scale, customer expectations shift. Focus on delivering on promises, maintaining reasonable prices, and shipping improvements on a regular schedule. Predictability and efficiency will help you reach a broader audience and make a more significant impact.

3. Preserve and record valuable information. Whether it's personal achievements or organizational milestones, ensure that they are properly documented and accessible to future generations. This will help create a lasting legacy and contribute to the collective memory of society.

By understanding the challenges of scale and speed in organizations and the dynamics of collective memory, individuals and organizations can navigate these complexities more effectively. Balancing stability and innovation, leaving a lasting impact, and preserving valuable information are key to long-term success and societal progress. As Pablo Neruda eloquently put it, "Love is so short, forgetting is so long." Let us strive to be remembered and make a lasting difference in the world.