📄 中文摘要
GPT-5.4 于2026年3月5日发布，迅速引发了人们的热议，许多人称其为突破性进展。然而，作者对此持怀疑态度。尽管该模型确实有所提升，但与之前版本相比，逻辑推理的显著提升并不明显。实际上，用户感受到的改进主要体现在模型对用户意图的理解能力上，包括对提问的理解、对话层次的处理以及对提示的准确解析。这些改进虽然有用，但并不意味着模型的智能水平有了显著提高。
GPT-5.4 发布。 hype 并不完全合理，但转变是真实的
📄 English Summary
GPT-5.4 dropped. The hype isn't fully justified, but the shift is real
GPT-5.4 was released on March 5, 2026, quickly generating buzz with many calling it a breakthrough. However, the author expresses skepticism. While the model has improved, the significant enhancement in raw logical reasoning compared to previous versions is not apparent. The real advancements lie in the model's better understanding of user intent, including improved question comprehension, conversational layering, and accurate prompt interpretation. These enhancements are useful but do not equate to a substantial increase in intelligence.