Unverified70% confidenceFactExact time
The effectiveness of a prompt is tightly coupled to the underlying model version, and when model providers release version updates, existing prompts may no longer produce the expected results.
2
Sources
70%
Confidence
Long-term
Relevance
8/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThere is no clear compatibility contract for replacing the underlying large model, and a model's output distribution, instruction-following style, tool-calling format preferences and degree of obedience to the system prompt may all shift between versions.78% similarUnverifiedRolling preview refers to a model's continuous iteration by frequently pushing checkpoints before official release, where capabilities between adjacent versions may exhibit inconsistent fluctuations rather than monotonic improvement.75% similarUnverifiedThe version under test is jointly determined by the model used, model parameters, prompts, and context; a change in any one of these constitutes a change in the version under test.75% similarUnverifiedWhenever a model is upgraded, previously accumulated prompting techniques often need to be recalibrated, because the new model's behavioral characteristics, default tendencies, and reasoning approaches may all have changed75% similarUnverified模型供应商的一次静默升级足以改变模型对相同攻击的响应方式75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/831190API
curl https://kongchang.com/api/v1/knowledge/claims/831190MCP
get_claim(id=831190)