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🖥️ Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models
"We show that LLMs are incapable of carrying out computational and agentic tasks beyond a certain complexity, and further that LLMs are incapable of verifying the accuracy of tasks beyond a certain complexity."
Sikka, Varin and Sikka, Vishal (2025) 'Hallucination Stations: on some basic limitations of Transformer-Based Language models,' arXiv (Cornell University) [Preprint]. doi.org/10.48550/arxiv.2507.07….
#AI #ArtificialIntelligence #LLM #Technology #Tech #ComputerScience #Research #Preprint #Academia
Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models
In this paper we explore hallucinations and related capability limitations in LLMs and LLM-based agents from the perspective of computational complexity.arXiv.org
