Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.01779.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

A research paper proposing five design principles for multi-agent LLM systems in 6G networks, framed via Theory of Mind and cellular sheaves. Treats inter-agent messages as subjective reasoning traces rather than objective facts, and validates the framework on telecom language models under signaling-storm conditions.

Useful for builders of multi-agent LLM systems where hallucination propagation matters. The messages-as-traces framing and the depth-two ToM bound generalize beyond telecom.

Cited by

No citations on record.