Simple prompts can reveal system instructions in language models ^87%

Truth rate: 87%

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Simple prompts can reveal system instructions in language models

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CS 194/294-196 (LLM Agents) - Lecture 12, Dawn Song

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Created at: Jan. 28, 2025, 6:10 a.m.
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A complex system that works is invariably found to have evolved from a simple system that works ^97%

97%

Simple models help predict price movements in markets ^53%

53%

Simple models help predict price movements in markets

Simple language and icons aid effective communication ^76%

76%

Simple language and icons aid effective communication

Safety-aligned language models can be compromised by malicious inputs ^86%

86%

Safety-aligned language models can be compromised by malicious inputs

Attackers can extract private data by querying language models ^84%

84%

Attackers can extract private data by querying language models

Simple language reduces confusion ^59%

59%

Simple language reduces confusion

Economists seek simple models of market fluctuations ^94%

94%

Economists seek simple models of market fluctuations

Simple language improves understanding ^88%

88%

Simple language improves understanding

Simple language promotes better comprehension ^68%

68%

Simple language promotes better comprehension

Using simple language helps reduce confusion and improve understanding ^47%

47%

Using simple language helps reduce confusion and improve understanding