arXiv:2605.28994v1 Announce Type: new Abstract: AI tools to support real world decision making must be able to build simulation models that inform their recommendations and render them interpretable. Tools that can automate aspects of modeling practice must complement human expertise, not replace it. The BEAMS Initiative aims to guide the development of AI tools for modeling and simulation toward forms that are responsible and ethical by establishing benchmarks for human centered modeling and simulation practices. The initiative uses open digital and organizational infrastructure to collaborat
The rapid acceleration of AI capabilities in modeling and simulation necessitates an ethical framework and benchmarking to ensure responsible development and application.
This initiative establishes crucial guidelines and benchmarks for developing AI tools in modeling and simulation, promoting human-centered design and addressing ethical concerns for real-world decision-making.
The focus for AI development in modeling and simulation will shift towards explainable, human-complementary tools guided by established ethical standards rather than pure automation.
- · AI ethics researchers
- · Responsible AI developers
- · Industries relying on simulations with high-stakes decisions
- · Developers of opaque or human-replacing AI simulation tools
- · Organizations prioritizing expediency over ethical AI development
This will lead to more trusted and widely adopted AI tools for complex simulations across various sectors.
Increased trust in AI-driven simulations could accelerate their integration into critical infrastructure and policymaking.
It may drive regulatory frameworks for AI in simulation, impacting global standards and market access for AI solutions.
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Read at arXiv cs.AI