In the past two years, the domestic model industry has bid farewell to the fanaticism of parameter competitions and ushered in a new stage of rational implementation. From intensive iteration of 100 billion general-purpose models to intelligent devices becoming the core outlet of the industry, the industry has gradually formed a new consensus: the core value of AI is not the preparation of technical parameters, but the implementation of real scenarios and innovation in business efficiency. As an AI company that has been deeply involved in the vertical circuit of government and enterprise offices for many years, Liu Yidong, CTO of Mitu, said in an exclusive interview a few days ago that the company has always adhered to the deep cultivation route of vertical models and empowered thousands of industries with vertical intelligence. According to Liu Yidong, user demand in the AI industry has iterated. In the first two years, AI applications were not widely used on a large scale, and the market generally chased the scale of large model parameters and the level of general evaluation indicators. However, since the beginning of 2026, the smart circuit has exploded, and the market focus has completely returned to the business itself. Customers no longer value how “big” the model is, but more on whether the product can solve real problems and deliver real results.

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