When intelligence is distributed across many parts, be they robots, devices, or objects, it can be tricky for the bigger picture to emerge. Yet answering these questions is key to making collective systems that are easy to design, monitor and control.

EMERGE will deliver a new philosophical, mathematical, and technological framework to demonstrate, both theoretically and experimentally, how a collaborative awareness – a representation of shared existence, environment and goals – can arise from the interactions of elemental artificial entities.

In this effort, we will rely only on unstructured conditions that the real world demands without leveraging a pre-existing shared language between them. Our goal is to surpass the limitations and barriers of the current state-of-the-art distributed systems to produce breakthroughs and open new markets in the next generation of robotic systems.

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Latest News

Publication: AI’s assigned gender affects human-AI cooperation

Publication: AI’s assigned gender affects human-AI cooperation

Calendar19 December 2025

In this study, EMERGE partners from the Ludwig Maximilian University of Munich investigates how cooperation varies with the gender labels assigned to AI partners.

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Publication: SONAR: Long-Range Graph Propagation Through Information Waves

Publication: SONAR: Long-Range Graph Propagation Through Information Waves

Calendar01 December 2025

In this work, EMERGE partners from the University of Pisa introduce SONAR, a novel GNN architecture inspired by the dynamics of wave propagation in continuous media.

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Publication: A Framework for the Examination of Awareness in Artificial Systems

Publication: A Framework for the Examination of Awareness in Artificial Systems

Calendar25 November 2025

In this work, EMERGE partners propose a novel and tractable approach to measure the impact of awareness on system performance, structured around distinct dimensions of awareness – temporal, spatial, metacognitive, self and agentive.

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Partners

The EMERGE consortium brings together the University of Pisa (Italy), Ludwig Maximilian University of Munich (Germany), Delft University of Technology (Netherlands), University of Bristol (United Kingdom), and Da Vinci Labs (France).

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