ODD+LLM: Specifying LLM-Agent Behavior for Reproducible Social Simulation
4.60T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2611.08932.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryODD+LLM extends the ODD agent-based modeling protocol with five blocks for documenting prompt assembly, memory serialization, output parsing, retry logic, and related LLM-agent behavior. A multiverse analysis and review of 28 simulations show that omitted implementation details can alter results and are often unspecified.
Why it mattersTeams can adopt the proposed blocks as a reporting checklist; the measured sensitivity of outcomes gives concrete reasons to document prompts, parsing, and retries consistently.
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