Unverified50% confidencePredictionExact time
As model capabilities improve, the necessity of Prompt Engineering as a skill may diminish, and its lifespan may be brief.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/8/2026
First Seen
Valid until: 11/6/2026
Sources
生成式AI是创造力的"吉他英雄"吗？工具与幻觉的边界
Related Claims
UnverifiedExperiments show that after only a few generations of self-training, the variance of model outputs drops sharply and the text tends toward homogeneity71% similarUnverifiedThe current bottleneck in large model capabilities has shifted from models not being smart enough to systems not being complete enough, with marginal improvements in model capabilities becoming increasingly small while the optimization space at the systems engineering level is enormous.70% similarUnverifiedAs model capabilities improve and application scenarios become increasingly complex, relying solely on Prompt optimization can no longer meet production-level stability requirements.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/711435API
curl https://kongchang.com/api/v1/knowledge/claims/711435MCP
get_claim(id=711435)