AIFeb 10, 2022

Needs-aware Artificial Intelligence: AI that 'serves [human] needs'

arXiv:2202.04977v3
Originality Synthesis-oriented
AI Analysis

This conceptual work aims to reframe AI development around human needs, potentially influencing all AI domains, though it presents no empirical validation.

The paper examines how conceptual boundaries, particularly our understanding of human needs, limit AI development and proposes a needs-aware AI framework to address this fundamental constraint.

By defining the current limits (and thereby the frontiers), many boundaries are shaping, and will continue to shape, the future of Artificial Intelligence (AI). We push on these boundaries in order to make further progress into what were yesterday's frontiers. They are both pliable and resilient - always creating new boundaries of what AI can (or should) achieve. Among these are technical boundaries (such as processing capacity), psychological boundaries (such as human trust in AI systems), ethical boundaries (such as with AI weapons), and conceptual boundaries (such as the AI people can imagine). It is within this final category while it can play a fundamental role in all other boundaries} that we find the construct of needs and the limitations that our current concept of need places on the future AI.

Foundations

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