the coexistence of “heat” and “cold” in the AI companionship track is essentially an inevitable stage in the industry’s transition from “wild growth” to “rational development”. Only by returning to user value, taking technology as the foundation, compliance as the shield, and niche exploration as the breakthrough, can entrepreneurs stand firm in the wave of “carnival and hidden worries” and become real “wave – riders”.

The explosion of driverless logistics vehicles is not only the result of technological progress but also the combined effect of market demand, policy support, and industrial synergy.

OpenAI’s decision to “open the box” is both an inevitable result of technological progress and a compromise under commercial pressure. For entrepreneurs, the key is to seize market opportunities while maintaining the bottom lines of law and ethics – after all, truly sustainable AI innovation is never about “traffic first” but about the symbiosis of technological value and social value.

Yang Zhenning’s century – long life is an epic of “serving the country with science”. What he left behind is not only specific scientific and technological achievements but also the spiritual wealth of “openness, pragmatism, innovation, and responsibility”.

The transformation of a century – old time – honored brand is never about “subverting history” but “activating history”. Wufangzhai’s dilemma is essentially a disconnection between traditional advantages (brand, standards) and new – era demands (quality, diversification).

The rise of educational agents is an inevitable trend of the deep integration of technology and education. Their value lies not only in improving efficiency but also in promoting the transformation of the teaching paradigm towards “student – centered” and “ability – cultivation – centered”. However, the “tool attribute” of technology determines that it is always an “assistant”, and the essence of education is always “people cultivating people”.

Spring Airlines’ “service subtraction” model is a successful breakthrough under the background of rationalized consumption and industry involution. However, the replicability of its experience depends on the precise control of “user needs” and “cost efficiency”.