The “emotional revolution” of consumer – grade AI is not the end of technology but a new starting point for the human – computer relationship. It requires entrepreneurs to break out of the framework of “technology – only theory” and redefine product value from a more user – friendly perspective. Although there are full of technical challenges, resistance from user habits, and business uncertainties on the road, those teams that can deeply integrate “emotional perception”, “cultural embedding”, and “behavior shaping” with technical capabilities will ultimately become the winners of the future.

the “shift towards low – prices” in the liquor industry is an inevitable result of rational consumption. It not only brings opportunities for market expansion but also exposes challenges such as brand – value dilution and youth – oriented transformation. Entrepreneurs need to grasp the two cores of “rigid – demand scenarios” and “quality trust”, and at the same time break out of the cultural framework of traditional liquor and use a more open – minded approach to meet the real needs of the new generation of consumers.