Evaluating LLM Reliability: A Pragmatic Approach to GPT-5.1 vs GPT-5
https://spark-wiki.win/index.php/When_AI_Fabricates_Facts:_Why_CTOs_and_Executives_Need_to_Stop_Trusting_Outputs_at_Face_Value
In my eleven years working in applied NLP, I’ve seen the industry pivot from n-gram models to massive, opaque transformers