📢

Quantilizers and Generative Models

📅 2022
public awareness
🔵 Rare
#ai #quantilization

📖 Description

*Thanks to Evan Hubinger for discussions about quantilizers, and to James Lucassen for discussions about conditioned generative models. Many of these ideas are discussed in Jessica Taylor's* [Quantilizers: A Safer Alternative to Maximizers for Limited Optimization](https://intelligence.org/files/QuantilizersSaferAlternative.pdf)*: this post just expands on a particular thread of ideas in that paper. Throughout I'll refer to sections of the paper. I have some remaining confusion about the "targeted impact" section, and would appreciate clarifications/corrections!*

📊 Game Impacts

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

💭 Reactions

🔬 Safety Researcher Reaction: ⚠️ Placeholder - Needs Real Quote
"Important work advancing our understanding of AI safety"
📰 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 🔵 Rare → Suggest different rarity
🏷️ Tags (2) ai, quantilization → Suggest tag changes
📊 Game Impacts (3) 3 variable changes → Suggest impact changes
☢️ p(Doom) Impact No direct impact → Suggest p(doom) change
📝 General Metadata Year, description, reactions → Comprehensive review

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