Papers with AI agent frameworks
Idola Tribus of AI: Large Language Models tend to perceive order where none exists (2025.findings-emnlp)
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| Challenge: | a tendency of large language models to generate absurd patterns is observed . authors say this is a limitation of the models' ability to perform complex tasks . |
| Approach: | We present a tendency of large language models to generate absurd patterns . authors conducted an experiment to evaluate logical consistency and self-coherence of LLMs . |
| Outcome: | a recent study shows that large language models generate absurd patterns despite their inadequacy . the model over-recognized patterns that were inconsistent with the given numbers, the study finds . |