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Drones : The Flying IoT

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…
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MentatFeb 26
Streaming Random Forest

Streaming Random Forest

As promised in our previous blog post (Flavours of Streaming Processing), in this post we report the performance of our weapon of choice…
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MentatFeb 1

Flavours of Streaming Processing

​In his excellent recent blog post “Streaming 101”, Tyler Akidau made a great contribution to the streaming community by teasing apart…certain notions that have been confounded by standard albeit increasingly obsolete practices. Within that same spirit of paving the ground for the streaming revolution, this blog post wishes to emphasise the observation that streaming does not necessarily mean approximate, with a particular focus on machine learning. ¶ Let’s start with the simplest possible example, that of a linear sum: it can be easily computed in an incremental (exactly-once) processing manner: ¶ ​The answer in this case…
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MentatFeb 1
Aeolian Machine Intelligence

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…
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MentatFeb 1
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MentatFeb 13 min read

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…

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MentatFeb 16 min read

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…

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MentatFeb 11 min read

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…
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MentatFeb 16 min read

Big Data Privacy

The Mentat team spent six weeks at Level 39 in Canary Wharf, as a finalist at the EY Challenge on privacy. This program inspired us to rethink much of what is currently standard practice in analytics with respect to privacy issues.

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Machine Intelligence In Motion

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