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Type: Technical report / academic paper
File Size: 2.45 MB
Summary

This document provides a brief survey of hybrid cognitive architectures, specifically detailing CLARION, DUAL, LIDA, MicroPsi, and PolyScheme. It describes the core mechanisms of each system, their theoretical foundations (such as Global Workspace Theory or Society of Mind), and evaluates their strengths and limitations regarding symbolic vs. non-symbolic processing and scalability.

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"AI systems that achieve human-level intelligence will involve a combination of symbolic and non-symbolic processing."
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"I grant the need for non-symbolic processes in some intelligent systems, but I think they supplement rather than replace symbol systems."
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