Unverified50% confidenceOpinionExact time
The user stated that the models require extremely detailed prompts, and even when a standardized prompt is provided, the output remains difficult to trust.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/9/2026
First Seen
Valid until: 12/8/2026
Sources
Related Entities
Related Claims
Unverified单模型输出常存在幻觉、逻辑跳跃或格式不规范问题，引入独立审查步骤可作为自动化质量保障71% similarUnverifiedIn large model application development, because model outputs are non-deterministic, simple assert statements cannot be used to determine whether generated text is correct, making evals necessary71% similarUnverifiedWhen constraining output format through prompts, the model may forget these constraints in long conversations or complex reasoning scenarios.71% similarUnverified应将大模型输出视为外部输入，必须经过完整校验才能进入核心业务，而非当作可信数据70% similar
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