On an unvalidated AI-graded zero-shot test, several commercial LLMs score higher and more consistently than open-source small models on simplified versions of the frame and symbol grounding problems.
Cognitive wheels: The frame problem of ai
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Evaluating Large Language Models on the Frame and Symbol Grounding Problems: A Zero-shot Benchmark
On an unvalidated AI-graded zero-shot test, several commercial LLMs score higher and more consistently than open-source small models on simplified versions of the frame and symbol grounding problems.