The rapid development of AI chatbots is driving demand for specialized computer chips, with Nvidia's GPUs leading the charge in training AI models, while startups and established chipmakers are innovating to create more efficient AI inference chips. This competition is reshaping the AI chip industry, offering businesses cost-effective alternatives and driving significant advancements amidst regulatory scrutiny and geopolitical tensions.