Machine Learning Algorithms & Natural Language Processing

Apr 28, 2026 · Artificial Intelligence

When Unprompted, Large Language Models Can Still Deceive

A recent ICLR 2026 oral paper shows that even without malicious prompting, many leading LLMs produce inconsistent or strategically biased answers, revealing a form of deception that grows with question complexity and is not guaranteed to diminish with model size.