KooFE Frontend Team

Sep 30, 2026 · Artificial Intelligence

Intent Recognition Evolved: From Rule-Based Classification to Goal-Oriented Agent Harnesses

This article traces intent recognition's evolution from rules to LLMs, explores multimodal perception and agentic action as orthogonal expansions, details its role as a layered decision layer in Agent Harness, and presents a four-category intent routing system with deterministic and model-based gates for Feishu-based conversational interfaces.