ARM reveals Project Trillium machine learning processor

Arm is best known for its mobile CPU and GPU processors, but the company is keen to also show its expertise in more emerging fields. This week, Arm unveiled its new Project Trillium machine learning processor (MLP), three months after first revealing its existence.

The MLP exists to allow smartphones and tablets to perform machine learning independently, without needing to connect to a server somewhere. While a smartphone has limited performance, there are many advantages to this approach: less bandwidth and...

By William Judd, 23 May 2018, 0 comments. Categories: AI, API, Development Tools, IoT, Mobile, Tablet.

Alexa can now monetise her ‘Skills’

Amazon has announced new tools for Alexa which enable ‘Skills’ for the digital assistant to be monetised.

The fight for the smart home between Amazon and Google continues to heat up. Just yesterday, our sister publication IoT News reported that Google Assistant has tripled the number of devices it supports in four months.

Today, Amazon is announcing in-skill purchasing (ISP) and support for Amazon Pay in Alexa Skills....

By Ryan Daws, 04 May 2018, 0 comments. Categories: AI, Amazon, IoT, Monetisation, Platforms.

Android Things Developer Preview 8 brings final APIs

The latest Developer Preview of Google's IoT platform Android Things has launched, bringing with it what represents the final API surface before the stable version.

During the preview releases of Android Things, Google committed to providing updates every 6-8 weeks – a schedule the company has kept fairly rigidly to.

This latest release does not bring major new features as some of the platform’s prior releases. Instead, it tunes up the existing to ensure it's ready for general release and...

By Ryan Daws, 18 April 2018, 0 comments. Categories: Android, API, IoT, Platforms.

Mercedes-Benz provides an API for its connected vehicles

Daimler-owned automotive giant Mercedes-Benz has launched a new API for its connected vehicles.

The API provides access to some data and features of the supported vehicles. On the data side, developers can request access for things such as vehicle location, fuel level, and tyre pressure.

For obvious safety reasons, developers cannot access things such as steering control. However, they can have control of...

By Ryan Daws, 25 January 2018, 0 comments. Categories: API, IoT.

Android Things Developer Preview 6 rolls out with new features

Android Things Developer Preview 6 has rolled out with a number of new features such as a dedicated IoT launcher, Android 8.1, and a command-line flashing tool.

Among the new features, the IoT launcher is considered to be the most significant as it displays the present state of a device through a new user interface.

The launcher can be used to configure settings and keep a check on new updates with the use of a touchscreen or USB input device. The IoT launcher is visible unless a developer provides their own...

By Developer, 01 December 2017, 0 comments. Categories: Android, IoT.

Keras and the Dataset API graduate in TensorFlow 1.4

The latest release of Google’s popular open-source library TensorFlow graduates the Keras framework and Dataset API.

Keras is a machine learning framework written in Python which aims to minimise the time between ideas and working implementations. It consists of two high-level APIs: Keras Sequential, and Keras Functional.

Sequential models are created using the

By Ryan Daws, 09 November 2017, 0 comments. Categories: API, IoT.

Microsoft details Windows 10’s IoT capabilities in the Fall Creators Update

Microsoft has outlined all the ways the Fall Creators Update improves on the capabilities of Windows 10 for IoT solutions.

This build is version 16299 and is separate from the latest 1709 build of Windows 10. In the past, Windows 10 IoT was known as ‘Windows Embedded’ and represents a version of the OS for low-powered devices.

These are the new features in the update:

  • Richer .NET API surface for UWP apps. The set of managed types that can be used to

By Ryan Daws, 03 November 2017, 0 comments. Categories: IoT, Platforms, Windows.

The IoT spin cycle: Security challenges which continue to plague device manufacturers

In March this year, a curious issue was discovered on the Miele Professional PG 8528, a professional medical washer, that caught the attention of news outlets: “The corresponding embedded webserver "PST10 WebServer" typically listens to port 80 and is prone to a directory traversal attack;” the security flaw statement revealed, “therefore, an unauthenticated attacker may be able to exploit this issue to access sensitive information to aid in subsequent attacks. A Proof of...

By Adam Cecchetti, 20 October 2017, 0 comments. Categories: Devices, IoT, Security, Testing.

AutoML: Google's AI is now better at machine learning than its own programmers

Google's appropriately-named automatic machine learning AI, AutoML, is now producing better code than its own programmers.

So far there's no sign of Skynet-like aggression, thankfully, but it won't help to calm the fears of leading figures such as Elon Musk that AI is now doing a better job than humans at essentially coding itself.

AutoML is designed to be a solution to the problem of the lack...

By Ryan Daws, 17 October 2017, 0 comments. Categories: IoT.