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Pietro Manzoni

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Open access Jul 2026

From LLM narratives to parameterized cooperation policies in multi-agent systems

The LLM Influence Compiler (LIC), a solver–critic pipeline that compiles natural-language cooperation directives into structured, parameterized influence policies defined over a five-field schema, lays the groundwork for constitutional oversight of LLM-mediated influence in artificial societies.

Cornelio Yáñez-Márquez, Yikang Lu, J. Curtò et al. · 1 citation