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====== Alignment (AI) ======

===== Overviews =====
  * [[https://arxiv.org/pdf/2309.15025.pdf|Shen et al 2023 - Large Language Model Alignment: A Survey]]
  * [[https://arxiv.org/pdf/2310.19852|Ji et al 2023 - AI Alignment: A Comprehensive Survey]]
  * [[https://arxiv.org/pdf/2404.09932|Anwar et al 2024 - Foundational Challenges in Assuring Alignment and Safety of Large Language Models]]

===== Blog Posts, etc =====
  * [[https://www.lesswrong.com/posts/QBAjndPuFbhEXKcCr/my-understanding-of-what-everyone-in-technical-alignment-is|2022 - What Everyone in Alignment is Doing and Why]]

===== Papers =====
  * [[https://arxiv.org/pdf/2305.03047.pdf|Sun et al 2023 - Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision]] Wow, like the three laws of Asimov
  * [[https://arxiv.org/pdf/2305.11206.pdf|Zhou et al 2023 - LIMA: Less Is More for Alignment]]
  * **[[https://arxiv.org/pdf/2310.05910.pdf|Sun et al 2023 - SALMON: Self-Alignment with Principle-Following Reward Models]]**

===== Workshops, Conferences, and Websites =====
  * [[https://www.alignmentforum.org/|AI Alignment Forum]]
  * [[https://www.matsprogram.org/|ML Alignment and Theory Scholars (MATS)]]

===== People =====
  * [[https://scholar.google.com/citations?user=kV9XRxYAAAAJ&hl=en|Sam Bowman]]
  * [[https://scholar.google.com/citations?user=czyretsAAAAJ&hl=en|Dan Hendrycks]]

===== Related Pages =====
  * [[AGI]]
  * [[Instruction-Tuning]] Instruction-tuning is often similar to alignment, but alignment is broader.  Instruction-tuning methods often falls under alignment.
  * [[Language Model]]
  * [[LLM Safety]]
  * [[ml:Mechanistic Interpretability]]