Mentat Innovations

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Robust Anomaly Detection at Scale

Machine Learning for Predictive Maintenance : From Physics to Data.

Drones : The Flying IoT

The fusion of the IoT with Artificial Intelligence is driving a new Industrial Revolution. A key ingredient in this transformation is autonomy: as learning machines gain sophistication and experience, they reach a point where they can be trusted to take decisions on their own, without…

Aeolian Machine Intelligence

A typical wind turbine is equipped with around 100 sensors, each producing 100 datapoints per second. And yet communication can be patchy, 3G rare. CCTV networks can only afford to send back to the data center a small fraction of the captured videostreams. Robots in a…

Internet of Everything and Machine Intelligence

Let’s start on a light note. For a brief period of time, the Internet of Things became associated with the fridge that orders milk by itself. This retro-futurist icon is a great example of a common tendency for extremely disruptive technological…

The Rise of Overconfident Machines

At the time of writing, a number of eminent scientists have raised concerns about the potential adverse consequences of the belated rise of Artificial Intelligence. Belated because it has been anticipated since the 1960s, but, until a few years ago, it had not…

Ten things we believe about machine intelligence

1. Everything changes and that changes everything. Adaptivity is essential.
2. When insights are extracted from data in real-time, there is little additional value in storing data.
3. Machine…