Open Internet by MindsNet

Misapplication of AI in Critical Domains

The misuse of large language models (LLMs) for imputing missing values in clinical datasets is problematic due to their inherent uncertainty and lack of quantifiable variance. This approach ignores the models' probabilistic nature, leading to potentially critical errors. The issue stems from a lack of understanding of basic probability theory in the tech industry.

Computing & Technology, Computer Science, Machine Learning