When Do Causal World Models Help Modular LLM Agents
arXiv:2610.00012v1 Announce Type: new Abstract: LLM agents increasingly act through modular systems, such as order, payment, inventory, and shipment services, where actions in one module change which transitions are valid in another. Standard world models usually fit observational traces, but this…
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- 2026-10-02 04:00 · arXiv cs.AI
When Do Causal World Models Help Modular LLM Agents