Evolving Machine Intelligence Pty Ltd (EMI) is a pure R&D...

Evolving Machine Intelligence Pty Ltd (EMI) is a pure R&D entity, developing novel artificial intelligence technologies that enable machines to understand and control complex systems (including other machines) non-invasively. Using new forms of evolutionary machine learning (ML), The MachineGenes Group is able to evolve and grow fully-explainable digital twins of complex highly-nonlinear machines as if they were living organisms. These digital twins are evolved using tiny fragments of noise-polluted partial sensor data, in a simulated environment. They are then interpreted using novel forms of generative adversarial AI, able to run on isolated Edge devices. The provisional patents describing and protecting our forms of evolutionary ML and generative adversarial AI were filed in June 2014, before Generative Adversarial Networks (GAN) were unveiled by Goodfellow et al.In 2015 EMI formed the commercial company Turbine MachineGenes, to enable machine-intelligent reconstruction of high-value high-complexity engines and other relevant industrial systems worldwide.