Introduction: From "Solo Combat" to "Collaborative Warfare"In the long river of artificial intelligence development, we are experiencing a profound paradigm shift. Over the past few years, the industry's focus has primarily centered on how to train larger and more powerful monolithic models—from GPT-3 to GPT-4, from hundreds of billions to trillions of parameters, as if "bigger is better" had become the industry's golden rule. However, over the past year, the explosive progress of m...

Introduction: From "Solo Combat" to "Collaborative Warfare"In the long river of artificial intelligence development, we are experiencing a profound paradigm shift. Over the past few years, the industry's focus has primarily centered on how to train larger and more powerful monolithic models—from GPT-3 to GPT-4, from hundreds of billions to trillions of parameters, as if "bigger is better" had become the industry's golden rule. However, over the past year, the explosive progress of m...