CALM-25: The 2nd International Workshop on Causality, Agents and Large Models

Causality, Agents and Large Models (CALM) represents three rapidly-growing fields within artificial intelligence research. This workshop aims to bridge the gap between these disciplines by investigating how causal reasoning can enhance the capabilities of multi-agent systems (MAS). The workshop will provide a forum for researchers to discuss theoretical foundations, practical applications, and future directions at the intersection of causal AI, Large Language Models (LLM) and MAS.

The event welcomes contributions on a wide range of themes, including but not limited to: artificial intelligence, large language models, multi agent systems and agentic ai.