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New research proposes 'Flourishing Metrics' to guide AI development

A new research paper proposes a framework called Flourishing Metrics to evaluate artificial intelligence systems beyond mere capability or financial return. The paper argues that human and planetary well-being should be the primary success criterion for AI and future post-AGI economic systems. It introduces Return on Flourishing (RoF) as an extension of ROI, designed to assess the contribution of AI interventions to overall flourishing, considering resources, risks, and opportunity costs. AI

IMPACT This framework could shift AI development focus towards holistic well-being rather than just capability or profit.

RANK_REASON The cluster contains an academic paper proposing a new framework for AI evaluation. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New research proposes 'Flourishing Metrics' to guide AI development

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Keyun Ruan, Jonathan D. Teubner, John M. Bremen ·

    Optimising for Flourishing: Flourishing Metrics and Return on Flourishing as Success Criteria for Artificial Intelligence and Post-AGI Economic Systems

    arXiv:2608.00151v2 Announce Type: replace-cross Abstract: Current evaluation frameworks for artificial intelligence focus mainly on capability, safety, and proxies such as adoption, engagement, efficiency, productivity, and financial return. These criteria are necessary but insuf…