The Reasoning Trap: Smarter AI Models Hallucinate Tool Calls More, Not Less
A paper at ICLR 2026 finds that reinforcement-learning reasoning training — the technique behind o3 and Gemini Thinking — proportionally increases tool-call hallucinations as model performance improves.