Unverified50% confidenceFactExact time
The context accepted by current mainstream agents is essentially a sequence of text tokens, meaning video files cannot be directly input and must first be converted into a form the model can process.
1
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50%
Confidence
Long-term
Relevance
10/8/2026
First Seen
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Related Claims
Unverified由于交给 LLM 的是结构化文本，理论上任何具备长上下文能力的语言模型都能充当视频观看者，实现模型无关性62% similarUnverified纯语言模型的Transformer架构不包含图像解码器，输出空间仅限于文本token，无法原生生成像素级图像61% similarUnverified标准Llama模型本质上是纯文本模型，无法直接处理发票扫描件或PDF截图61% similarUnverifiedLLM post-processing agents should have strictly constrained prompts that only perform spelling and grammar corrections within the scope of the given transcription text, preventing the completion of information that does not exist.60% similarUnverifiedMany prompt optimization tools are purely text-driven and do not understand the content of the starting image.60% similar
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