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Fork, Fuse, and Rule: XAgents’ Multipolar Playbook for Safer Multi‑Agent AI

TL;DR XAgents pairs a multipolar task graph (diverge with SIMO, converge with MISO) with IF‑THEN rule guards to plan uncertain tasks and suppress hallucinations. In benchmarks spanning knowledge and logic QA, it outperforms SPP, AutoAgents, TDAG, and AgentNet while using ~29% fewer tokens and ~45% less memory than AgentNet on a representative task. For operators, the practical win is a recipe to encode SOPs as rules on top of agent teams—without giving up adaptability. ...

September 19, 2025 · 4 min · Zelina