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China will run a different AI race in the coming year

By Eric November 16, 2025

In a significant shift in strategy, many tech companies are prioritizing the adoption of existing technologies over the development of new innovations. This trend is particularly evident in sectors like artificial intelligence (AI), cloud computing, and the Internet of Things (IoT), where organizations are now focusing on maximizing the utility of technologies that are already available. The rationale behind this pivot is clear: as businesses grapple with economic uncertainties and the need for immediate returns on investment, leveraging existing technologies can provide a quicker path to efficiency and profitability.

For instance, in the realm of AI, companies are increasingly deploying pre-existing models rather than investing heavily in creating new ones from scratch. This approach allows them to harness the power of AI for tasks such as data analysis, customer service automation, and predictive analytics without the extensive time and resources that new development typically requires. Major players like Microsoft and Google are leading the charge, integrating AI capabilities into their software and services to enhance user experience and streamline operations. This focus on adoption not only accelerates the implementation of technology across various industries but also fosters a culture of innovation as companies experiment with existing tools to discover new applications and efficiencies.

Moreover, this trend is not limited to large corporations; small and medium-sized enterprises (SMEs) are also embracing this model. By adopting readily available technologies, SMEs can compete more effectively with larger firms, leveling the playing field. For example, cloud computing services like AWS and Azure have made it easier for smaller businesses to access powerful computing resources without the need for significant upfront investment in infrastructure. This democratization of technology is empowering a broader range of organizations to innovate and adapt, ultimately driving economic growth and transformation across various sectors. As the tech landscape continues to evolve, the emphasis on adoption over development is likely to shape the future of how businesses leverage technology to meet their needs and respond to market challenges.

It is focusing more on adoption than development

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