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2025-06-24

Startup Commentary”AI Interviews, AI Teachers, and Learning Machines: The AI Path of Vocational Education Giants Groping for Stones to Cross the River”

The development of vocational education AI is not a “short – term carnival” but a “marathon” that requires patience and in – depth exploration. Entrepreneurs need to take users’ needs as the core, technology as a tool, and content as the foundation, and find a balance between “fast” and “slow,” “light” and “heavy” to sail steadily in the AI wave.

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2025-06-24

Startup Commentary”Is AI for College Entrance Exam Voluntary Filling a Reliable “Alternative” to Zhang Xuefeng?”

Filling in college applications is essentially a “human choice” – a way to meet the future self. The value of AI tools lies in using technology to reduce the “information cost” of choices rather than replacing “human thinking”. Entrepreneurs need to keep in mind that technology is a means, and user needs are the core; efficiency is the foundation, and professionalism and humanity are the long – term competitiveness. Only in this way can AI-assisted college application truly become a “helper” for candidates rather than a “decision – maker”.

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