Panu Kalmi

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About

Panu Kalmi is a leading researcher at the intersection of social robotics and collective intentionality, with a primary focus on how humans and robots can form shared goals during collaborative tasks. His most-cited work, "Forming We-intentions under breakdown situations in human-robot interactions" (2023, 4 citations), addresses a critical challenge in human-robot collaboration: what happens when conflicts arise between an agent's internal state and the joint activity's requirements. Kalmi's key contribution lies in extending philosophical concepts of "We-intentions"—shared group intentions—to practical breakdown scenarios, where a robot must reconcile its own programming with the human partner's expectations to maintain cooperative success. This work has significant implications for designing more adaptive and trustworthy social robots, particularly in healthcare, manufacturing, and service industries. While his citation count is still growing, Kalmi's research is notable for bridging theoretical frameworks from philosophy of mind with real-world robotics applications, offering a nuanced understanding of how artificial agents can participate in genuinely joint actions. His work is essential reading for scholars in human-robot interaction, cognitive science, and ethics of AI, as it lays groundwork for robots that can navigate the messy, unpredictable dynamics of human collaboration.