Computer & Communication Industry Association
PublishedAugust 28, 2024

“License and Hire” Drives Economic Efficiency, AI Innovation, and U.S. National Security

In recent months, digital economy leaders Amazon and Microsoft have both licensed technology and hired substantial portions of the staff from startups Adept AI and Inflection AI, respectively. These “license and hire” moves have sparked debate among policymakers about their implications, with some policymakers pushing for antitrust investigations. However, a closer examination reveals that such practices are not only beneficial but essential for efficiently allocating resources, promoting AI innovation, and ensuring the United States remains competitive in the global AI race.

Promoting Efficient Economic Allocation of Resources

The mobility of labor is a cornerstone of innovation and economic efficiency. When highly skilled employees move from one company to another, they bring with them invaluable expertise and fresh perspectives. This mobility fosters a dynamic and competitive environment where resources, including human capital, are allocated to their most productive uses.

By allowing tech experts to change jobs, companies can more effectively leverage their skills to drive innovation. For instance, Amazon’s hiring of some of Adept AI’s top talent will enable Amazon to put that talent to work developing high-impact artificial general intelligence (AGI) technologies that can benefit products and services serving millions of Americans. Similarly, Microsoft’s hiring of Inflection AI’s staff will bolster its AI capabilities, ensuring that these experts’ skills are utilized to their fullest potential to develop high-value AI tools and applications.

Moreover, the movement of skilled workers can lead to the cross-pollination of ideas and best b practices across the industry. This exchange is valuable for the continuous improvement and evolution of technology, ultimately benefiting consumers and the economy as a whole.

The counterfactual scenario in which Amazon and Microsoft did not hire staff from Adept AI and Inflection AI is unlikely to be preferable from any perspective. Despite their initial promise and substantial funding, Adept AI and Inflection AI were facing significant headwinds. Adept AI, for instance, had raised significant capital but struggled to bring a viable product to market. Inflection AI, despite raising $1.3 billion, faced challenges in finding an effective business model and generating substantial revenue. From a societal perspective, using top AI talent to maintain existing tools with limited applications and small customer bases at these startups would have been an inefficient use of human capital. Moreover, Amazon and Microsoft paid for non-exclusive licenses to tools from the startups, allowing these companies to profit from their development efforts. Amazon’s and Microsoft’s actions ensured that the expertise and innovations developed by Adept AI and Inflection AI did not go to waste. Instead, these resources are now integrated into products and services with larger customer bases where they can continue to contribute to technological advancements to benefit more consumers.

Thus, employee recruitment by larger companies can preserve valuable talent and technology that might otherwise fail to achieve its full potential or be lost entirely. It also mitigates the negative impacts of startup failures, such as job losses and wasted investments, by redirecting talent and resources to more promising ventures, and provides incentives to start-ups to make these critical initial investments in cutting-edge technology in the first place.

Promoting Innovation and Ensuring U.S. Competitiveness in the Global AI Race

The global race for AI supremacy is intensifying, with the U.S. and China as the primary contenders. Maintaining a competitive edge in AI is crucial for national security, economic growth, and technological leadership. In this context, “license and hire” moves play a strategic role.

China has been making significant strides in AI, investing heavily in research and development and fostering a robust ecosystem of AI startups. To keep pace, the U.S, must ensure that its AI talent and resources are effectively utilized. By integrating the expertise of Adept AI and Inflection AI into their operations, Amazon and Microsoft are strengthening their AI capabilities and, by extension, the country’s position in the global AI race.

Furthermore, the hiring of AI talent within leading tech companies can accelerate the development and deployment of advanced AI technologies. Due to the relative scarcity of top AI talent at this time, it is important that such talent is deployed where it can have the largest impact on AI innovation and is valued the most. This not only promotes the best use of currently available talent, but also creates the right incentives for workers to obtain relevant skills and work in this space. Thus, ensuring that top AI personnel and human capital can freely move from less to more productive uses is essential for maintaining technological leadership and ensuring that the U.S. remains at the forefront of AI innovation.

If Washington falls behind Beijing in the AI race, the risks to U.S. national security could be significant. For example, the relative capabilities of U.S. and Chinese autonomous aerial and aquatic drones powered by leading AI could determine whether China decides to invade Taiwan or seize territory from its other neighbors along borders increasingly subject to irredentist claims from Beijing. 

Conclusion

“License and hire” moves are not only defensible but necessary for fostering innovation, rescuing valuable talent and technology from failing startups, and ensuring the U.S. remains competitive in the global AI race. The mobility of tech experts promotes efficient economic allocation of resources, enabling companies to leverage their skills for maximum impact. By hiring the staff of Adept AI and Inflection AI, Amazon and Microsoft have preserved valuable expertise and technology, providing stability and continued opportunities for professional growth. Most importantly, these actions strengthen the U.S.’s position in the global AI race, ensuring that it remains a leader in this critical field.

As policymakers consider the implications of “license and hire” moves, it is essential to recognize their strategic importance. Rather than stifling such practices, efforts should focus on fostering an environment that encourages innovation, supports startups, ensures the effective utilization of current talent and resources, and attracts new talent and resources to where they are needed. In doing so, we can build a more dynamic, competitive, and resilient tech industry that drives economic growth and technological advancement.

Trevor Wagener

Director of the Research Center & Chief Economist, CCIA
Trevor Wagener is the Director of the Research Center & Chief Economist for the Computer & Communications Industry Association, where he leads CCIA’s research agenda, conducts and oversees economic and policy research, and educates policy makers and the public about relevant empirical findings.
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