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Tech giants push for open-weight AI

Some of the world’s biggest technology companies, including Nvidia, Microsoft and Meta, have joined forces to defend open-weight AI models, arguing that making powerful artificial intelligence models more accessible is essential for innovation, economic growth and maintaining the United States’ leadership in AI.

The companies, along with more than 150 technology firms, startups, research organisations and investors, have signed a joint letter urging the US government to support open-weight AI development rather than impose restrictions that could slow innovation. The appeal comes as policymakers debate tighter controls on advanced AI systems amid growing competition from China and increasing concerns over national security.

The coalition argues that open-weight AI models are becoming a crucial part of the global AI ecosystem because they allow developers, researchers and businesses to build advanced AI applications without starting from scratch. Unlike fully closed AI systems, open-weight models make their trained parameters, or “weights”, available to users, enabling them to fine-tune models for specific industries and use cases while still allowing developers to set licensing conditions.

The companies said this approach has accelerated AI innovation by lowering barriers for startups, universities and enterprises that cannot afford to build large AI models independently. They believe restricting access to open-weight models could weaken the broader AI ecosystem and reduce opportunities for smaller innovators.

The industry’s push comes at a time when the AI race is intensifying globally. Chinese AI companies have rapidly improved their capabilities by releasing powerful open-weight models, prompting concerns that limiting access to similar technologies in the United States could give overseas competitors a significant advantage.

In the letter addressed to US policymakers, the coalition warned that restrictions on open-weight AI could have unintended economic consequences. According to the signatories, hundreds of American companies currently rely on these models to develop AI-powered products and services. Limiting their availability, they argued, would hurt innovation, reduce competitiveness and place thousands of jobs at risk.

The companies also stressed that open-weight AI has become an important driver of entrepreneurship. Startups use these models to build applications across healthcare, education, financial services, software development, manufacturing and scientific research without having to invest billions of dollars in creating foundational AI models from the ground up.

Nvidia, one of the world’s leading AI chipmakers, said open-weight AI has played a key role in expanding the AI ecosystem by enabling developers to innovate more quickly. The company believes that broader access to AI technology encourages experimentation, improves software development and accelerates adoption across industries.

Microsoft echoed similar views, describing open-weight AI as an important element of responsible AI development. The company said making model weights available promotes transparency, collaboration and broader participation while allowing organisations to customise AI systems to meet local business, regulatory and cultural requirements.

According to Microsoft’s definition, open-weight AI models provide access to trained model parameters while giving developers flexibility to inspect, fine-tune and deploy the models. However, they are not the same as fully open-source software, as licensing terms and access conditions may still apply depending on the developer.

Meta, which has released several versions of its Llama AI models under an open-weight approach, has repeatedly argued that accessible AI benefits developers, researchers and businesses worldwide. The company says open-weight models encourage healthy competition and help prevent AI innovation from being controlled by only a handful of large corporations.

Supporters also argue that open-weight AI strengthens cybersecurity because researchers can independently test models, identify vulnerabilities and improve safety measures. They believe greater transparency enables faster identification of potential risks compared with closed systems, where only the original developers have full access.

The debate has intensified following rapid advances in Chinese AI, particularly after the emergence of competitive large language models that have challenged the dominance of American technology companies. Industry leaders fear that imposing stricter rules on domestic AI developers while competitors continue expanding overseas could slow US technological progress.

At the same time, governments remain concerned about the misuse of advanced AI models for cyberattacks, misinformation and other harmful activities. Policymakers are therefore trying to strike a balance between encouraging innovation and protecting national security.

The coalition acknowledged these concerns but argued that responsible governance can coexist with open-weight AI development. Instead of broad restrictions, the companies have called for targeted safeguards, responsible licensing practices and continued collaboration between governments, researchers and industry.

The letter reflects growing consensus across the technology sector that AI leadership will increasingly depend not only on powerful computing infrastructure and advanced chips but also on ensuring developers have access to high-quality AI models that can be adapted for real-world applications.

With governments worldwide preparing new AI regulations, the industry’s message is clear: maintaining access to open-weight AI models, while introducing appropriate safeguards, will be essential to keeping innovation alive and ensuring that the benefits of artificial intelligence are shared across the broader economy rather than concentrated among a few technology giants.

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