When “Smart” Isn’t Smart Enough: How LLMs Faked Their Way Into Math and Code (and gave us Agents)

Predicting Words, Not Solving Problems Large Language Models (LLMs) are statistical models that predict word sequences based on patterns learned from large-scale training data. When transformer-based models trained on vast corpora were first tested, ...