IEEE Spectrum - AI July 8, 2026 · Generative Media

AI Models Overthink Problems—and It’s a Security Risk

Large language models (LLMs) that can think through problems step-by-step have significantly increased the scope of tasks that AI can tackle. But new research suggests these reasoning capabilities also introduce a critical vulnerability that could allow attackers to slow these systems to a crawl.While earlier generatio