# AI Alignment & Safety: Research Digest

> Recent work frames AI alignment and safety as a broad research program spanning training, evaluation, interpretability, governance, and value compliance rather than a single…

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## Key data

- **Papers:** 10
- **Field:** AI alignment and safety
- **Updated:** 2026-06-15

Recent work frames **AI alignment and safety** as a broad research program spanning training, evaluation, interpretability, governance, and value compliance rather than a single technical fix.[1][4] Across the surveyed papers, a clear trend is toward decomposing alignment into smaller, testable components and treating deployment-time assurance as essential, not optional.[1][7]

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## Sources

1. [Ai alignment: A comprehensive survey](https://arxiv.org/abs/2310.19852)
2. [AI alignment boundaries](https://www.authorea.com/doi/full/10.22541/au.171697103.39692698)
3. [Disentangling AI alignment: a structured taxonomy beyond safety and ethics](https://link.springer.com/chapter/10.1007/978-3-032-01377-4_8)
4. [The frontier of AI alignment: challenges and strategies for future ai systems](https://www.academia.edu/download/118112945/The_Frontier_of_AI_Alignment_Challenges_and_Strategies_for_Future_AI_Systems.pdf)
5. [AI Alignment: Ensuring AI objectives match human values](https://www.researchgate.net/profile/Shivam-Singh-188/publication/391373945_AI_Alignment_Ensuring_AI_Objectives_Match_Human_Values/links/68e2d61effdca73694b58625/AI-Alignment-Ensuring-AI-Objectives-Match-Human-Values.pdf)
6. [AI Alignment Strategies from a Risk Perspective: Independent Safety Mechanisms or Shared Failures?](https://arxiv.org/abs/2510.11235)
7. [The landscape of AI alignment: A comprehensive review of theories and methods](https://www.worldscientific.com/doi/abs/10.1142/S021800142539001X)
8. [AI Safety, Alignment, and Ethics (AI SAE)](https://arxiv.org/abs/2509.24065)

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