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Envisioning a new imaginative idea together is a popular human need.Imagining together as a team can often lead to breakthrough ideas, but thecollaboration effort can also be challenging, especially when the team membersare separated by time and space. What if there is a AI that can assist the teamto collaboratively envision new ideas?. Is it possible to develop a workingmodel of such an AI? This paper aims to design such an intelligence. This paperproposes a approach to design a creative and collaborative intelligence byemploying a form of distributed machine learning approach called FederatedLearning along with fusion on Generative Adversarial Networks, GAN. Thiscollaborative creative AI presents a new paradigm in AI, one that lets a teamof two or more to come together to imagine and envision ideas that synergieswell with interests of all members of the team. In short, this paper exploresthe design of a novel type of AI paradigm, called Federated AI Imagination, onethat lets geographically distributed teams to collaboratively imagine.

Federated AI lets a team imagine together: Federated Learning of GANs