Posts

AI-Enhanced Electrodynamic Tether System: Cleaning Earth’s Orbit Responsibly

 My video presentation titled AI-Enhanced Electrodynamic Tether System: Cleaning Earth’s Orbit Responsibly introduces a sociotechnical solution designed to address one of the most urgent problems in modern space operations, which is the growing accumulation of orbital debris. The presentation begins by illustrating the magnitude of this challenge. Thousands of inactive satellites, rocket fragments, and collision remnants are now circling Earth at high speeds, creating hazards for every operational spacecraft. These fragments threaten communication, navigation, and defense satellites that support daily life on Earth. The narration explains that if this debris continues to build, it could trigger what scientists call the Kessler Syndrome, a self-sustaining chain reaction of collisions that could render low Earth orbit unusable for decades. The opening sequence establishes the immediate need for a sustainable and cooperative approach to orbital debris removal. In response to this pr...

Factors That Can Negatively Impact a Sociotechnical Plan

Sociotechnical systems are designed to align technology, people, and processes to achieve meaningful outcomes, but even the best plans can fail when confronted with forces beyond the organization’s control. A well-documented example of this is Nokia’s decline in the smartphone market. In the early 2000s, Nokia had a strong sociotechnical plan centered on continuous hardware innovation, global supply chain efficiency, and a deeply ingrained organizational culture of engineering excellence (Miao et al., 2023). However, a combination of technological and cultural forces undermined its success. The rapid emergence of Apple’s iPhone and Google’s Android ecosystem represented a disruptive technological force that shifted consumer preferences from hardware features to software experience (Lamberg et al., 2019). At the same time, Nokia’s rigid internal culture resisted the agile, software-centric approach necessary to compete in this new environment (Ojansivu et al., 2022). Despite its early m...

The Downfall of Kodak: A Case Study in the Danger of Forecasting-Only Strategy

  Introduction             Eastman Kodak once stood as a symbol of American innovation and corporate strength. Throughout the twentieth century, the company dominated global photography, controlling nearly 90 percent of the film market and earning steady profits from its integrated ecosystem of cameras, film, and processing chemicals. Its name became synonymous with memory itself. Yet by 2012, Kodak had filed for bankruptcy after years of decline (Lucas & Goh, 2009). While the popular explanation attributes Kodak’s downfall to digital technology, the deeper cause was strategic blindness. The company relied heavily on traditional forecasting models that extrapolated past sales trends and ignored structural change. Its leadership assumed that consumer habits, film demand, and photographic culture would evolve slowly and predictably. This misplaced confidence prevented Kodak from adapting to digital imaging and new business ...

Affectibility in Educational Technologies: A Socio-Technical Perspective for Design

Hayashi and Baranauskas (2013) present a sociotechnical plan that integrates emotional, cultural, and technical dimensions into educational technology design through their concept of Affectibility. The study was based on a qualitative project involving the One Laptop per Child (OLPC) initiative at a public school in Campinas, Brazil. Using Organizational Semiotics (Stamper, 1993) and participatory design, the authors explored how educational technology could make sense to its users by reflecting the school’s social and cultural practices. The Semiotic Onion model provided a framework for understanding formal, informal, and technical layers of interaction, emphasizing that meaningful learning occurs when technology supports the lived experiences and emotions of its users. This approach moved beyond traditional usability and efficiency-based frameworks to a holistic, human-centered model that treats emotion as an essential part of learning. The sociotechnical plan was implemented throu...

Forecasting and Predictions in Business and Innovation

Forecasting and prediction play a central role in business and innovation because they provide organizations with a structured way to anticipate future trends, prepare for uncertainty, and strategically position themselves in competitive markets. Forecasting typically involves quantitative methods, such as time-series analysis or regression, while predictions often stem from more qualitative insights, such as expert judgment or scenario planning (Goodwin & Wright, 2014). Both approaches help leaders make decisions, but predictions often carry the risk of being either visionary or overly optimistic, especially in rapidly evolving industries like technology. The challenge lies in accurately interpreting signals and aligning them with broader economic, technological, or societal forces. One infamous prediction that came true was Steve Jobs’s early forecast that mobile phones would become the primary device for accessing the internet (Frost, 2019). In 2007, when Apple launched the fi...

Forecasting and Scenario Planning: Balancing Precision with Strategic Resilience

Organizations constantly face uncertainty about future trends, risks, and opportunities, and they rely on structured methods to prepare for what lies ahead. Two of the most widely used approaches are traditional forecasting, which projects likely outcomes based on historical data, and scenario planning, which develops multiple plausible futures to navigate uncertainty. Forecasting provides quantitative precision and short-term guidance, while scenario planning expands strategic thinking by exploring diverse possibilities. Together, these approaches give leaders a fuller picture of the future, balancing operational efficiency with long-term resilience (Makridakis et al., 2019; ICEF, 2021; Ogilvy, 2022). Scenario planning is a disciplined process that identifies key driving forces and critical uncertainties, then develops a small set of internally consistent narratives to challenge assumptions and expand strategic options (Wright & Cairns, 2011). Classic practice shows how scenario...

Accidents as Catalysts: Two Case Studies of Innovation

Introduction             Innovation is often imagined as the outcome of careful planning, rigorous experimentation, and systematic design. Yet history repeatedly shows that error and accident have played equally significant roles in shaping scientific, medical, and commercial breakthroughs. The capacity to recognize potential in unexpected results, to interpret anomalies, and to refine mistakes into functional products or knowledge is at the heart of many innovations. This paper examines two game-changing ideas that originated from accidents: the development of warfarin from spoiled sweet clover and the invention of the tea bag. These cases demonstrate how serendipitous events, supported by social, scientific, and commercial forces, can transform apparent errors into enduring contributions that reshape medicine, commerce, and culture. Warfarin: From Spoiled Sweet Clover to Lifesaving Drug       ...