DeepMind Health's inaugural collaboration with the U.K.'s National Health Service (NHS), initially focused on building an app for helping early detection of Acute Kidney Injury (AKI), was relaunched earlier today -- under a new information-sharing agreement with the Royal Free NHS Trust, and a broader scope for the collaboration. Under the arrangement, patient identifiable data (PID, aka people's medical records) continues to be shared across a wide range of data types for some 1.6 million individuals who are being treated or have been treated at the Royal Free's three London hospitals (five years of historical in-patient data is also made accessible under the arrangement). The types of data being shared under ISA 1 and 2 (aka the legal contracts that set out how the data can be used) are described as "similar" by DeepMind -- and a spokesman confirmed that patient data shared under the original arrangement has therefore not been deleted (given that they view it as a continuation of the same arrangement). The relevant section of ISA 2, detailing the data types being shared, can be found at the bottom of this post. There are some notable additions to the project at this point -- such as a plan to create a technical audit infrastructure to track and log individual access to patient data, and an explicit commitment in the ISA that Google will not use the PID for any other purpose, nor combine it with other data, nor sell data to third parties.

A new bill will ban huge swathes of sex acts from UK porn. The Digital Economy Bill looks to ban anything that wouldn't be allowed on a commercially-available DVD. That seems to limit adult content in a number of ways, banning things including female ejaculation and the sight of menstrual blood from all pornographic videos. While there are no strict guidelines as to what acts and images can't be shown on commercial DVDs, adult film producers have found that they have had to cut almost all kinds of non-conventional videos from their films. Such restrictions include the "four-finger rule", for instance, which limits the number of digits that can be placed into any orifice while on video. A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.

Russia has showed off its latest weapon in the arms race with NATO - a remotely controlled robot tank, which will be deployed on the border with Poland. A Russian Ministry of Defence video on Youtube shows troops from the Strategic Missile Forces using the new technology in the Kaliningrad enclave, where Vladimir Putin recently sited several nuclear-capable Iskander missiles. The Russian Ministry of Defence said it had the'ability to direct weapons, accompany and hit targets in automatic and semi-automatic modes as it is equipped with electro-optical and radar reconnaissance'. The Russian Defence Ministry have been showing off the robot tank on Youtube. The unmanned tank has four rocket launchers and a 7.62mm gun and can work 24/7 without the need to rest The weapon station can be guided, it can carry out supportive tasks and it can destroy targets in automatic or semiautomatic control systems. Platforma-M is equipped with optical-electronic and radio reconnaissance locators, which enable the Russian robot to perform combat tasks during the night without unmasking itself.

Slow economic growth is the mantra of political campaigns and economic angst. Growth in economic output per hour ("labor productivity") achieved an annual pace of 3 percent for a full half-century between 1920 and 1970. Since 1970 that rate has slowed to about 1.5 percent, and in the last six years productivity growth has slowed further to a lamentable 0.5 percent annual rate. Growth in the middle of the 20th century was propelled by the invention in the late 19th century of electricity, the internal combustion engine, the telephone, chemicals and plastics, and the diffusion to every urban household of clear running water and waste removal. America made a transition from 50 percent of the working population on farms to a largely urban nation, and the drudgery of household work – carrying water in and out, doing laundry on a scrub board – made a transition to modern bathrooms and kitchens by the 1950s.

Securing your digital assets is a clear need for any business and individual, whether you are looking to protect your personal photos, your company's intellectual property, your customers' sensitive data, or anything else that can harm your reputation or business continuity. Although billions of dollars are spent on cybersecurity, the number of reported cyberattacks and the magnitude of breaches keep rising. There are many frontiers where harnessing the predictive power of AI might give the upper hand to security vendors -- and to us all, including individuals and businesses. Cisco forecasts that the number of connected devices worldwide will rise from 15 billion today to 50 billion by 2020. A high percentage of these devices do not have basic security measures due to limited hardware and software resources.

I can't run a starship with twenty crew. WESLEY: You've got a great job, Jim. All you have to do is sit back and let the machine do the work. One clear message from the presidential election is that the dream of good factory jobs still resonates in America's rust belt. Despite the push for students to pursue STEM careers or move into the service sector, Americans still want to make stuff.

Robots are taking over your job…and there's nothing you can do. By Amro Zakaria Abdu Human advancement throughout history can largely be credited to our ability to invent machines that increase our productivity and efficiency. Those tools allowed us to overcome the physical limitations of the human body and that of the animals we used, and as a result, territories were conquered, societies reshaped, and the dream of economic prosperity became a reality for millions. At the turn of the 19th century, the U.S. was a nation of farmers--39 percent of the population earned their livelihood through farming. The tractor was then introduced, resulting in profound changes such as the total replacement of work animals, consolidation of farms as seen in the increase in the average farm size from 60 to 200 hectares by the 1940's. Furthermore, the percentage of the population working in farming dropped to under 2 percent by the end of the century.

Upfront, he let the reporters and editors in the room know he thought their reporting has been unfair to him. During the wide-ranging conversation, Trump denounced Nazi celebrations in Washington, D.C., offered Jared Kushner as a peace-broker between Israel and Palestine, promised to stay open-minded about the Paris climate-change accord, and mused that prosecuting the Clintons would be a nationally divisive move. He also stood by his appointment of Steve Bannon, saying that had he thought Bannon were racist he wouldn't have hired him. The new feature is an expansion of its "popular times" product. There are currently 32.9 million millionaires.

Intel CEO, Brian Krzanich, announced that Intel Capital will invest $250m in the next two years in the autonomous vehicle (AV) ecosystem, focused on problems in connectivity, communication, context awareness, deep learning, security and safety. When viewed in the context of the fund's short-lived intention to sell $1bn worth of portfolio holdings in March this year (it was cancelled in May), I think this shows Intel is serious on going long with AI. Indeed, the company purchased recently Nervana Systems and Movidius, which could help it's larger AV program and the race against NVIDIA. Nauto, the startup offering a direct to consumer network of cloud-connected dashboard cameras applied to car insurance, inked a data sharing agreement and investment from Toyota Research Institute, BMW iVentures and Allianz Ventures (thanks Moritz for sharing!). One of the reasons for the immense progress in AI is data crowdsourcing.

It's been five years since NASA ended the Spirit rover's mission, but now, researchers say the robot may have discovered traces of life during its Mars investigation. A team of geoscientists has discovered that silica deposits from a region on the red planet dubbed'Home Plate' closely resemble those that form in Chilean hot springs at El Tatio. On Earth, these complex finger-like structures arise from a combination of biological and non-biological activity, suggesting a similar process may have taken place on Mars. The researchers compared opaline silica structures found at Home Plate (on left) with those from hot spring discharge channels at El Tatio (on right). The silica deposits on Mars were discovered after Spirit's right front wheel failed in 2007, forcing the robot to drag it across the ground like a plow near Home Plate, an eroded deposit of volcanic ash.