“Researchers introduce Heartbeat-Driven Autonomous Thinking Activity Scheduling, enabling LLM agents to think proactively rather than reactively. This advancement moves beyond rigid pipelines and error-triggered reflection, allowing AI systems to self-reflect continuously and adapt more efficiently—a significant step toward more autonomous and capable AI agents.”