Expired50% confidenceFactExact time
The fundamental limitation of Prompt Engineering lies in its statelessness—each interaction is independent, and the model cannot accumulate an understanding of the overall project.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Harness Engineering in Practice: Integrating AI-Driven Development into Enterprise Workflows
bilibili图灵诸葛官方号6/14/2026
Related Claims
UnverifiedPrompt Engineering的效果存在天花板，只能在模型已有能力范围内进行优化，无法弥补模型对特定业务领域知识的根本性缺失77% similarUnverifiedTraditional large models have a fundamental statelessness limitation: each inference is an independent forward-propagation process and cannot actively trigger any external operations.75% similarUnverifiedThe stateless nature of LLMs (each conversation being independent) prevents them from maintaining design consistency across multiple interactions, which is a fundamental limitation at the technical architecture level.74% similarUnverifiedPrompt Engineering 的局限性包括提示词难以版本化、团队间难以共享标准、同一任务每次描述存在偏差74% similarUnverifiedPrompt engineering alone cannot save a long-running Agent built on a flawed architecture.73% similar
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