Reddit Critique Slams HBR Trendslop Study

Hot take: the critique sounds directionally right on methodology, but it overreaches a bit when it treats a flawed experiment as proof that the phenomenon is false.

• –The strongest criticism is the missing model disclosure: “ChatGPT” as a label is too vague to support a durable claim in a fast-moving model ecosystem.
• –Single-turn prompts are a real limitation if the conclusion is about actual strategy work, because iterative context, follow-up questions, and pushback are where these models often change shape.
• –The study can still be useful as a warning about default-answer bias, but not as a blanket indictment of all frontier reasoning models in all strategic contexts.
• –The poster’s counterexample is suggestive, not decisive: one model answering “centralize” in one military-context prompt does not falsify a broader bias claim.
• –The likely fair conclusion is narrower than the HBR framing: some LLMs can produce generic, buzzword-heavy strategy advice unless the workflow is tightly guided and context-rich.