🔬

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis.

📅 2022
technical research breakthrough
🔵 Rare

📖 Description

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis Jonathan Stray 1 , Alon Halevy 2 , Parisa Assar 2 , Dylan Hadfield-Menell 3 , Craig Boutilier 4 , Amar Ashar 5 , Lex Beattie 5 , Michael Ekstrand 6 , Claire Leibowicz 7 , Connie Moon Sehat 8 , Sara Johansen 9 , Lianne Kerlin 10 , David Vickrey 11 , Spandana Singh 12 , Sanne Vrijenhoek 13 , Amy Zhang 14 , McKane Andrus 7 , Natali Helberger 15 , Polina Proutskova 10 , Tanushree Mitra 16 , Nina Vasan 9 1 Center for Human-Compatible Artificial Intelligence, UC Berkeley , 2 Meta AI, 3 Department of Electrical Engineering and Computer Science, MIT , 4 Google Research, 5 Spotify Inc., 6 Computer Science Department, Boise State University , 7 Partnership on AI, 8 Hacks/Hackers, 9 Brainstorm: The Stanford Lab for Mental Health Innovation, Department of Psychiatry and Behavioral Sciences, Stanford University , 10 BBC, 11 Meta, 12 New America? s Open Technology Institute, 13 Faculty of Law , Information Law , Un...

📊 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
💡 Found a Real Quote? Suggest it here

🔗 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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