HBR Study: LLMs Deliver 'Trendslop' When Asked for Strategic Advice — Generic Trend Lists, Not Insight

Harvard Business Review·medium signal

Harvard Business Review researchers asked multiple LLMs for strategic advice and consistently received what they termed 'trendslop' — recency-biased outputs that list popular trends rather than providing situation-specific strategic reasoning. The pattern held across models and framing styles, suggesting a fundamental limitation in how LLMs synthesize strategic insight versus pattern-matching to popular discourse. For builders using LLMs as strategic thinking partners, this is a meaningful calibration signal about where model judgment breaks down.