# Let it RAIN for Social Good

arXiv: https://arxiv.org/abs/2208.04697 · HTML: https://mlsanity.com/paper/2208.04697/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 2 of its 15 references that are in the map.
- First posted on arXiv 26 Jul 2022.

## Builds on (most cited first, 2 of 2)

- [Principles alone cannot guarantee ethical AI](https://mlsanity.com/paper/1906.06668/) (2019)
- [The role of artificial intelligence in achieving the Sustainable Development Goals](https://mlsanity.com/paper/1905.00501/) (2019)

## Built on by (most cited first, 1 of 1)

- [Modeling Fairness in Recruitment AI via Information Flow](https://mlsanity.com/paper/2511.13793/) (2025)

## Abstract (arXiv)

Artificial Intelligence (AI) as a highly transformative technology take on a special role as both an enabler and a threat to UN Sustainable Development Goals (SDGs). AI Ethics and emerging high-level policy efforts stand at the pivot point between these outcomes but is barred from effect due the abstraction gap between high-level values and responsible action. In this paper the Responsible Norms (RAIN) framework is presented, bridging this gap thereby enabling effective high-level control of AI impact. With effective and operationalized AI Ethics, AI technologies can be directed towards global sustainable development.