system prompt robustness

2 articles · 6 co-occurring · 0 contradictions · 0 briefs

Understanding whether LLMs can detect their own prompt/context manipulation informs design of defensive system prompts

Related concepts

tool integration context loss 1 state management 1 prompt injection context integrity 1 prompt engineering 1 context window management 1 agent behavior degradation 1

Evidence chain (2 articles, showing 2)

@uzaymacar: 🧵New Anthropic Fellows research: We studied mechanisms of "introspective awa... supports

Understanding whether LLMs can detect their own prompt/context manipulation informs design of defensive system prompts

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The failure suggests system prompt or constraint encoding is fragile—approval requirement isn't surviving tooling updates, indicating it may not be robustly enforced.

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