List of technical AI safety exercises and projects

post by JakubK (jskatt) · 2023-01-19T09:35:18.171Z · LW · GW · 5 comments

This is a link post for https://docs.google.com/document/d/1-58zgC2lRMbMK-CXU44VR3ApGYbTI0aJKX-cKkxDeyo/edit?usp=sharing

Contents

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EDIT 3/17/2023: I've reorganized the doc and added some governance projects.

I intend to maintain a list at this doc. I'll paste the current state of the doc (as of January 19th, 2023) below. I encourage people to comment with suggestions.

• Levelling Up in AI Safety Research Engineering [Public] (LW [LW · GW])
  • Highly recommended list of AI safety research engineering resources for people at various skill levels.
• AI Alignment Awards
• Alignment jams / hackathons from Apart Research
  • Past / upcoming hackathons: LLM, interpretability 1, AI test, interpretability 2 
  • Projects on AI Safety Ideas: LLM, interpretability, AI test
  • Resources: black-box investigator of language models [LW · GW], interpretability playground (LW [LW · GW]), AI test
  • Examples of past projects; interpretability winners [LW · GW]
  • How to run one as an in-person event at your school
• Neel Nanda: 200 Concrete Open Problems in Mechanistic Interpretability [? · GW] (doc and previous version)
• Project page from AGI Safety Fundamentals and their Open List of Project ideas
• AI Safety Ideas by Apart Research; EAF post [EA · GW]
• Most Important Century writing prize [EA · GW] (Superlinear page)
• Center for AI Safety
  • Competitions like SafeBench
  • Student ML Safety Research Stipend Opportunity – provides stipends for doing ML research. 
  • course.mlsafety.org projects CAIS is looking for someone to add details about these projects on course.mlsafety.org
• Distilling / summarizing / synthesizing / reviewing / explaining [LW · GW]
• Forming your own views on AI safety (without stress!) – also see Neel's presentation slides and "Inside Views Resources" doc
• Answer some of the application questions from the winter 2022 SERI-MATS, such as Vivek Hebbar's problems
• 10 exercises from Akash [EA(p) · GW(p)] in “Resources that (I think) new alignment researchers should know about”
• [T] Deception Demo Brainstorm has some ideas (message Thomas Larsen [LW · GW] if these seem interesting)
• Upcoming 2023 Open Philanthropy AI Worldviews Contest [EA · GW]
• Alignment research at ALTER [EA · GW] – interesting research problems, many have a theoretical math flavor
• Open Problems in AI X-Risk [PAIS #5] [? · GW]
• Amplify creative grants [EA · GW] (old)
• Evan Hubinger: Concrete experiments in inner alignment [LW · GW], ideas someone should investigate further [AF(p) · GW(p)], sticky goals [LW · GW]
• Richard Ngo: Some conceptual alignment research projects [LW · GW], alignment research exercises [LW · GW]
• Buck Shlegeris: Some fun ML engineering projects that I would think are cool, The case for becoming a black box investigator of language models [AF · GW]
• Implement a key paper in deep reinforcement learning
• “Paper replication resources” section in “How to pursue a career in technical alignment [EA · GW]”
• Daniel Filan idea [LW(p) · GW(p)]
• Summarize a reading from Reading What We Can

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