The landscape of artificial intelligence (AI) has experienced rapid and unprecedented evolution in recent years, driven by the development and deployment of large-scale foundation models capable of reasoning, generating content, understanding images, and even interpreting multimodal data streams. While industry pioneers such as OpenAI, Google DeepMind, Anthropic, and Meta have