过去近一年的时间里，千问大模型凭借开源生态和丰富的小模型获得了良好的口碑，打出了知名度。但开源不是一门“好生意”，在免费开放的背后，是长期的训练投入、社区维护与技术支持成本。当AI战争全面爆发，阿里作为一家上市公司，商业化需求被摆上台面，开源带来的影响力，未必能在财报中直接体现，好评如潮的小模型也不足以掩盖旗舰模型的性能短板。
With today's models, real attribution is a technical impossibility. The fact that an LLM can even mention and cite sources at all is an emergent property of the data that's been ingested, and the prompt being completed. It can only do so when appropriate according to the current position in the text.
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Tecno has always been a company that marched to the beat of its own drummer. It has developed a surprisingly affordable foldable phone, a model with a pop-out portrait lens and a foldable with a novel circular display on the exterior.