Sohu Tech Products

Jul 1, 2026 · Artificial Intelligence

How Multi‑Agent Orchestration Defeats AI Search Poisoning (Anti‑GEO Architecture)

The article analyzes the emerging GEO (Generative Engine Optimization) attack that poisons RAG‑based AI search results, explains why single‑agent architectures are vulnerable, and details a multi‑agent orchestrator with whitelist tools, asynchronous cross‑validation, adversarial filtering, and UI provenance to robustly defend against such poisoning.