Zeitgeist - A deep learning visualization of Social Flow

Zeitgeist is a participatory artwork that forms part of the AHRC-funded research project. The interface employs artificial intelligence (ai)-based algorithms to represent mental states of creative 'Flow': Flow, a concept of peak performance, low stress and heightened creative stimulation [Nakamura and Csikszentmihalyi, 2002] is measured and assessed using physiological data analysed in real-time using a deep-learning algorithms: Mapped onto 3D representations and displayed on a Pepper's ghost type hologram, participants jointly observe their individual and collective propensity of being in Flow. As a research project, the artefact is embedded into research on the effect of participatory art engagements on Flow, wellbeing and social connectedness. A pilot with two cohorts creatives (N=12) and scientists (N=16) demonstrates a significant effect of the participatory art intervention on Flow, mood and social connectedness, with facilitation and environmental context as confounding factors.