HBR | AI and machine learning
Researchers Asked LLMs for Strategic Advice. They Got “Trendslop” in Return.
研究人员向大型语言模型请求战略建议,得到的却是“趋势垃圾”

2026-03-16 2417词 晦涩
In our recent research, we found that leading LLMs have clear biases when it comes to strategy. They consistently recommend strategies that align with modern managerial buzzwords and trends rather than context-specific strategic logic. Across thousands of simulations, we saw LLMs almost uniformly select the same trendy strategies, regardless of context. We call the propensity for AI to opt for buzzy ideas over reasoned solutions “trendslop.” In the context of strategic analysis, we call this phenomenon, “strategy trendslop.”
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