Debugging LLMs To Improve Their Credibility
IBM, Wednesday, July 30th, 2025
New tools from IBM Research can help LLM users check AI-generated content for accuracy and relevance and defend against jailbreak attacks.
LLMs can take some of the drudgery out of research and writing, from summarizing meeting minutes to taking a first pass at a presentation.
But on occasion, they can also mix up facts, contradict themselves, and say things they were explicitly told not to. The nerve wracking part is knowing when to take LLMs at their word, and when to double and triple check the facts because they might be hallucinating.