Unverified50% confidenceFactExact time
Conversation context is essentially a piece of text with no access control mechanism, and any content that can influence the model's input can modify or forge information within it
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen agent communication exists in the form of conversational text, messages lack explicit contracts, causing the receiver to guess intent through interpretation and thus producing ambiguity.71% similarUnverifiedThe limitation of plain-text Prompts is that they are single-use and disposable, unable to provide persistent capabilities or standardized operational workflows.70% similarVerifiedLarge language models are inherently stateless, and remembering conversation history relies on concatenating the historical conversation text and feeding it into the model together.69% similarUnverifiedReal chat logs are filled with typos, memes, sentence breaks, and multi-party cross-references, and are bidirectionally mixed; training directly without cleaning will cause the model to learn chaotic patterns.69% similarUnverified编程对话通常涉及大量代码上下文的输入输出，Token消耗量远高于普通文本对话68% similar
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