Why "Garbage In, Garbage Out" is Dead in the Age of Transformers We challenge the oldest rule in computer science. Here is why dirty data actually makes large language models and transformers perform better. By Anwar Sheikh, Co-Founder of OutGrow. Published March 20, 2026. Tags: Machine Learning, Data Science, Agency Insights, AI Training. Read the full article at https://www.letsoutgrow.com/blog/garbage-in-garbage-out-wrong-ai.