In modern technology, "Causal Agents" refer to specialized AI systems designed to understand and act upon cause-and-effect relationships rather than just simple patterns.
By encoding causal links into their decision-making processes, AI agents can navigate complex environments more safely and handle "distribution shifts" (changes in environment rules) more effectively [22, 10]. 3. Causal Agents in Health and Science causal agent
These frameworks, such as those developed by the UCL Center for Artificial Intelligence , integrate Large Language Models (LLMs) with causal discovery tools to generate graphs illustrating how different variables influence each other [5.4]. In modern technology, "Causal Agents" refer to specialized