Ai2 study finds LLM judgments of research novelty sensitive to prompts
Ai2 has released a study alongside a benchmark, data, and code. In one test pairing human-authored and AI-generated ideas, a prompt change reduced GPT-5.4’s accuracy from 93.5% to 40.9%. The researchers note that the labels treating generated ideas as less novel were not verified for every idea.