Cognitive design patterns from classic architectures reveal that mainstream LLM agents lack explicit commitment, encoding-specific episodic memory, and online knowledge compilation, pointing to concrete research directions.
In: Proceedings of the 12th interna- tional joint conference on Artificial intelligence - Volume 1
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Applying Cognitive Design Patterns to General LLM Agents
Cognitive design patterns from classic architectures reveal that mainstream LLM agents lack explicit commitment, encoding-specific episodic memory, and online knowledge compilation, pointing to concrete research directions.