Data STUDIO

Mar 26, 2026 · Artificial Intelligence

Metacognitive Agents: Teaching AI to Self‑Assess Before Answering

The article introduces metacognitive agents that equip AI with a self‑model to evaluate confidence, domain relevance, tool availability, and risk before acting, demonstrating a LangGraph‑based medical triage assistant with code, workflow, safety advantages, and practical test results.