LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
Why it matters
fine-tuningTaking a trained model and training it a bit more on your own examples so it gets better at one specific job.Full definition → on production traffic teaches a model everything except when to say no, because failures never get logged; judge-consensus curation is a concrete way to manufacture and validate that missing refusal data.
