Mbr2gpt

On the other side stands (Generative Pre-trained Transformer) and its descendants. GPT models are autoregressive, probabilistic engines trained on vast, diverse internet text. They do not minimize risk in a formal sense; instead, they maximize the likelihood of the next token given a context. This enables remarkable fluency, creativity, and adaptability. However, this very strength is also a weakness: GPTs are prone to hallucinations, factual errors, and unpredictable outputs. They are brilliant improv actors, but they lack an internal editor.