📢

Steganography in Chain of Thought Reasoning

📅 2022
public awareness
⚪ Common
#ai #chain-of-thought alignment #information theory #machine learning (ml)

📖 Description

Here I give a possible phenomenon of steganography in chain of thought reasoning, where a system doing multi-stage reasoning with natural language encodes hidden information in its outputs that is not observable by humans, but can be used to boost its performance on some task. I think this could happen as a result of optimization pressure and natural language null space. At the end is a sketch of a research idea to study this phenomenon empirically.

📊 Game Impacts

Variable Change Condition
Research +10 Always
Vibey Doom +2 Always
Ethics Risk -5 Always

💭 Reactions

🔬 Safety Researcher Reaction: ⚠️ Placeholder - Needs Real Quote
"Useful research for the community"
📰 Media Reaction: ⚠️ Placeholder - Needs Real Quote
"Discussed in AI safety community"
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🔗 Sources

🏷️ Event Metadata

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📁 Category Public Awareness → Suggest different category
⭐ Rarity ⚪ Common → Suggest different rarity
🏷️ Tags (4) ai, chain-of-thought alignment, information theory, machine learning (ml) → Suggest tag changes
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