OpenMeta AI — Index
Foundations of Metacognition
🧠 Metacognition: Thinking About Thinking
⚡ Cognition: A Dual Process Architecture
🏗️ The Architecture of Metacognition
Metacognitive Reasoning Process
How reasoning unfolds and how cognition regulates itself
🧭 Metacognitive Monitoring and Control
🧩 Metacognition and Artificial Intelligence: The Missing Meta-Level
Designing Metacognitive AI Systems
Framework for building reflective AI architectures
⚙️ Mapping AI Capabilities to Human Metacognition
Monitoring Layer — Detecting Reasoning Failures
Mechanisms for detecting reasoning errors and cognitive mismatches
🔍 Metacognitive Monitoring & Control
🧠 External Validation in Metacognitive Monitoring
Diagnostic Reasoning — Understanding Failures
Analyzing and diagnosing reasoning breakdowns
🧪 Critique Models in Metacognitive Monitoring
📏 Consistency-Based Approaches in Metacognitive Monitoring
System Integration
Combining monitoring mechanisms into a unified architecture
🧬 Synthesis of Metacognitive Monitoring & Control
Applied Examples
Real-world scenarios demonstrating metacognitive AI