🔬

Human-centered mechanism design with Democratic AI

📅 2022
technical research breakthrough
🔵 Rare

📖 Description

1 Human-centered mechanism design with Democratic AI Authors: Raphael Koster1?, Jan Balaguer1?, Andrea Tacchetti1, Ari Weinstein1, Tina Zhu1, Oliver Hauser2, Duncan Williams1, Lucy Campbell-Gillingham1, Phoebe Thacker1, Matthew Botvinick1,3 and Christopher Summerfield1,4 Affiliations: 1 Deepmind, London, UK 2 Department of Economics and Institute for Data Science and Artificial Intelligence, University of Exeter, Exeter, UK 3 Gatsby Computational Neuroscience Unit, University College London, London, UK 4 Department of Experimental Psychology, University of Oxford, Oxford, UK *Corresponding author. Email: [email address redacted] ? These authors contributed equally to this work 2 Abstract: Building artificial intelligence (AI) that aligns with human values is an unsolved problem. Here, we developed a human-in-the-loop research pipeline called Democratic AI, in which reinforcement learning is used to design a social mechanism that humans prefer by majority. A large group of hu...

📊 Game Impacts

Not verified in game

Which variables this event was proposed to move, and in which direction. The magnitudes are held in the corpus but are not shown here, because they have not been verified against the shipped game. They come from pdoom-data. They describe what an event was proposed to do, not what the shipped game does with it. Most events in the corpus are flavour: they are shown for colour and do not move any game variable. Only a small minority reach the systems below, and several of the variables listed here are not read by the game at all yet. Treat this table as a design proposal under review, not as a measurement of play. Corrections and arguments are welcome — the suggestion links at the foot of this page go straight to the data repo.

Variable Direction Condition
Research proposed: up Always
Papers proposed: up Always
Vibey Doom proposed: up Always

💭 Reactions

🔬 Safety Researcher Reaction: Not recorded
📰 Media Reaction: Not recorded
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🔗 Sources

🏷️ Event Metadata

Think this event's metadata could be improved? Category and tags describe the real-world event and are maintained in pdoom-data. Rarity, game impacts and p(doom) effects are game-mechanical values owned by pdoom1. Each link below goes to the repository that decides that field.

📁 Category Technical Research Breakthrough → Suggest different category
⭐ Rarity 🔵 Rare → Suggest different rarity
🏷️ Tags (0) → Suggest tag changes
📊 Game Impacts (3) 3 variable changes → Suggest impact changes
☢️ p(Doom) Impact Not recorded → Suggest p(doom) change
📝 General Metadata Year, description, reactions → Comprehensive review

🤝 Found an Issue?

This event data is sourced from the pdoom-data repository. If you notice errors or want to suggest improvements:

GitHub Issue (Preferred) 📧 Email (No GitHub)
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