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China will run a different AI race in the coming year

By Eric November 20, 2025

In a significant shift in strategy, several tech companies and organizations are now prioritizing the adoption of existing technologies over the development of new ones. This change comes in response to the rapid pace of technological advancement, where many innovations are not being fully utilized or integrated into everyday practices. By focusing on adoption, these entities aim to maximize the impact of current technologies, ensuring that they are effectively implemented in various sectors such as healthcare, education, and business. This approach not only enhances efficiency but also allows for a more sustainable use of resources, as companies can leverage existing tools rather than investing heavily in new developments.

For instance, in the healthcare sector, telemedicine technologies that gained traction during the COVID-19 pandemic are now being actively adopted by hospitals and clinics. This transition is not just about implementing new software; it involves training staff, ensuring regulatory compliance, and addressing patient needs. Organizations like the World Health Organization are advocating for the widespread adoption of health technologies that can improve access to care and patient outcomes. Similarly, in the education sector, institutions are focusing on integrating digital learning platforms that have already proven effective, rather than creating new educational tools from scratch. This allows educators to enhance learning experiences and reach a broader audience without the lengthy development cycles that new technologies often require.

The adoption-first strategy is also evident in the business world, where companies are increasingly investing in platforms that streamline operations and improve customer engagement. For example, Customer Relationship Management (CRM) systems are being utilized more broadly to enhance customer interactions, leading to better retention and satisfaction rates. By concentrating on how to effectively implement and utilize these existing technologies, businesses can achieve significant gains without the uncertainty and risks associated with developing new systems. Overall, this shift towards adoption reflects a pragmatic approach to technology, emphasizing the importance of maximizing the value of what is already available in order to drive progress and innovation across various fields.

It is focusing more on adoption than development

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