Trends and Responses of AI in the Future (How to Break the Game)
• Trends: The industry is shifting from "competition in model performance" to "ecosystem building + commercial landing"; 2026 may become the "year of life and death" for independent AI model companies, with a large number of small and medium players going bankrupt or being acquired.
• Corporate Response:
◦ General Large Model Track: Either become a giant or embrace open source and take a differentiated approach;
◦ Small and Medium Companies: Abandon the "全面对标巨头" (comprehensive benchmarking against giants), focus on vertical scenarios, deeply engage, and form data and algorithm barriers;
◦ Technical Teams: Improve engineering efficiency, reduce computing power costs, and explore business models such as "Model as a Service (MaaS)" and "Computing Power as a Service (CaaS)."
• Individual Response:
◦ Shift from "execution level" to "decision-making/innovation level," cultivating capabilities that are hard for AI to replace (such as strategic thinking, complex communication, creative design);
◦ Learn to "use AI as an exoskeleton," enhance work efficiency, become a "business partner" or "project-based expert," and closely bind with enterprise results.
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