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← AI PulseAug 28, 2026

Policy · research · Single-source brief

Assessing Company Contributions to Societal Resilience for Agentic AI

A new paper adapts the Societal Capacity Assessment Framework (SCAF) to measure how companies' agentic AI deployment decisions contribute to societal resilience.

By Illumora Editorial

Source · Aug 28, 2026, 4:00 AM · On Illumora · Aug 28, 2026, 4:07 AM

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Read the source →arXiv cs.CY (Computers and Society) — Assessing Company Contributions to Societal Resilience: Extending the Societal Capacity Assessment Framework to Agentic AI
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A paper published on arXiv cs.CY on August 27, 2026, proposes a method for assessing how companies contribute to societal resilience when deploying AI agents. The authors adapt the indicator-based Societal Capacity Assessment Framework (SCAF) to evaluate the societal impacts of AI-deploying companies.

Key Points

  • The paper extends the Societal Capacity Assessment Framework (SCAF) to assess company contributions to societal resilience regarding agentic AI.
  • SCAF was originally designed to measure societal resilience as a backdrop for deployment decisions, but this paper inverts that measurement.
  • The assessment procedure involves a conceptual step to design indicators for vulnerability, coping, and adaptive capacities in the context of company agentic AI deployment decisions.
  • A measurement step applies the framework through a structured assessment of public-facing Microsoft documents.
  • Companies deploying AI agents are considered institutional actors that influence society's capacity to manage the consequences of agentic AI.

Context

According to the authors, companies that deploy AI agents create sociotechnical circumstances that integrate this technology into existing social and economic structures. These companies actively shape society's ability to withstand and govern the consequences of agentic AI. In light of these societal impacts, companies can foster societal resilience by designing and promoting safer implementations of AI agents.

Why It Matters

This framework provides a structured approach for evaluating the societal impact of companies deploying agentic AI, offering a lens for builders and policymakers to understand and potentially influence how these technologies are integrated into society.

What To Do

  • Review the paper to understand the adapted Societal Capacity Assessment Framework (SCAF).
  • Note the proposed indicators for vulnerability, coping, and adaptive capacities in the context of agentic AI deployment.
  • Observe how the framework is applied in the assessment of public-facing Microsoft documents.
  • Consider the implications of this assessment method for future AI governance and deployment strategies.