AI is becoming a financial engineering business

Artificial Intelligence is evolving into a financial engineering business. As large language models become increasingly interchangeable, the competition in the AI race will shift. Consequently, corporate balance sheets will become as critical as technical breakthroughs for success. This transition indicates that financial stability and resource management are now equal in importance to technological innovation in the development and deployment of AI systems, marking a strategic pivot in how the industry evaluates competitive advantages and long-term viability.