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图灵奖得主杨立昆评人形机器人表演功夫:预编程,没有实用价值!
Xin Lang Cai Jing· 2026-02-20 12:16
Core Viewpoint - The performance of humanoid robots at the 2026 Spring Festival Gala showcased impressive choreography but highlighted the gap between current technological capabilities and practical applications in real-world scenarios [1][2][12]. Group 1: Performance and Technology - The humanoid robots from Yushutech executed pre-programmed martial arts routines during the Spring Festival Gala, which were meticulously choreographed and monitored by engineers, lacking true autonomous decision-making abilities [2][4][12]. - Current AI systems, including large language models, are far from achieving human-level intelligence, with the ability of robots being compared unfavorably to that of a cat [4][14]. Group 2: Market Dynamics - Four companies, including Yushutech, invested approximately 100 million yuan each to showcase their robots at the Spring Festival Gala, amidst expectations of a surge in listings for embodied intelligence companies in 2026 [15][18]. - There exists a significant gap between the market enthusiasm for humanoid robots and the actual maturity of the technology, indicating that the industry is still in an early stage of market education [6][18]. Group 3: Future Directions - The criticism from AI experts suggests a need for a shift towards developing robots that understand the physical world and its causal relationships, rather than relying solely on data and programming [8][17]. - Chinese companies have demonstrated considerable competitiveness in hardware manufacturing and mass production of humanoid robots, but the choice of the correct technological path will determine the sustainability of this progress [17].