From Ballots to Budgets: Can LLMs Be Trusted as Social Planners?
TL;DR for operators This paper asks a deceptively operational question: can an LLM act as a social planner when it must allocate a fixed budget across competing public projects? Not in the inspirational LinkedIn sense. In the literal sense: choose project IDs, stay within budget, maximise community utility, and return a valid allocation. ...