LLM

https://arxiv.org/pdf/2409.05746 Inevitable Hallucinations: Hallucinations in LLMs are inherent and unavoidable due to their mathematical and logical foundations. Structural Limitations: Gödel’s Incompleteness Theorem and undecidable problems explain why all stages of LLM processes have a non-zero probability of errors. Reevaluation Needed: Complete mitigation of hallucinations is impossible, challenging the belief that improvements in architecture, data, or fact-checking can eliminate them.