From Prediction to Foresight: How AI Helps Design Responsible Futures
AI for Responsible Foresight
What if AI could help policymakers move beyond prediction—and design futures that are ethical, resilient, and sustainable?
This paper introduces responsible computational foresight: using human‑centric AI, simulations, and scenario analysis to anticipate risks and opportunities across social, environmental, economic, and political systems.
- Explore uncertainty: model “what‑ifs,” stress‑test policies, and compare trade‑offs.
- Keep humans in the loop: AI supports judgment rather than replacing it.
- Build responsibly: principles include transparency, ethics, inclusivity, and long‑term thinking.
The takeaway: AI is a powerful co‑pilot for foresight—helping leaders craft strategies that are proactive, accountable, and future‑ready.
Paper: “From Prediction to Foresight: The Role of AI in Designing Responsible Futures” by Maria Perez‑Ortiz. Link: https://arxiv.org/abs/2511.21570v1
Paper: https://arxiv.org/abs/2511.21570v1
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