Unverified50% confidenceDecision RuleExact time
The prompt must explicitly state "use the image generation model for all illustrations"; otherwise, the output will be a stripped-down PPT with extremely sparse text and images that cannot be used for presentations.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/18/2026
First Seen
Valid until: 12/17/2026
Sources
Related Entities
Related Claims
Unverified使用图片（流程图、代码结构图、示例截图）传达信息比纯文字描述更简洁，且更便于大模型理解73% similarUnverifiedMany prompt optimization tools are purely text-driven and do not understand the content of the starting image.72% similarUnverified团队提出'可言语化'（verbalizability）概念：当图像内容可准确描述成文字时模型表现良好，反之大幅退化72% similarUnverifiedThe 'image-to-text-to-image' paradigm breaks down the opaque image-to-image process into two interpretable steps, with the intermediate text prompt serving as an editable intermediate representation69% similarVerifiedThis solution uses a multimodal model to simultaneously understand textual requirements and image content (such as flowcharts and prototype diagrams) to comprehensively generate test points, which makes the quality of its generated test cases far superior to pure text analysis solutions.69% similar
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