大型语言模型是没有风景的河流

Technology companies frequently assert that we are nearing artificial general intelligence (AGI), but this claim is misleading. Large language models have made significant strides in natural language processing, yet they still exhibit numerous limitations. These models rely heavily on vast amounts of data for training and lack true understanding and reasoning capabilities. Their outputs are often based on pattern recognition rather than deep cognitive processes. Despite ongoing advancements, the realization of AGI remains distant, and current models function more as tools than as entities with intelligence. Expectations for AGI should be approached with greater caution and realism.