https://cognaptus.com/tags/hallucination-mitigation/ Recent content in Hallucination Mitigation on Cognaptus Hugo -- 0.145.0 en-us Fri, 19 Sep 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-09-19-fork-fuse-and-rule-xagents-multipolar-playbook-for-safer-multiagent-ai/ Fri, 19 Sep 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-09-19-fork-fuse-and-rule-xagents-multipolar-playbook-for-safer-multiagent-ai/ A mechanism-first reading of XAgents, showing how task graphs, IF-THEN rules, and global-goal checks make multi-agent orchestration more governable without pretending the benchmarks prove production reliability.