One of the biggest advances in transportation has been self-driving technology, which has facilitated breakthroughs in not just self-driven cars, but even driverless trains, self-flying planes and self-navigating ships. Rio Tinto, an Australian mining corporation, has unveiled the first operational driverless train in Western Australia, even before China, which has its own similar automated train in the works. The train completed its first run of 100 kilometers (62 miles) in the Pilbara region of Western Australia, without anyone manning the train. "This successful pilot run puts us firmly on track to meet our goal of operating the world's first fully-autonomous heavy haul, long distance rail network, which will unlock significant safety and productivity benefits for the business," Rio Tinto Iron Ore chief executive Chris Salisbury stated in the press release issued Monday. "New roles are being created to manage our future operations and we are preparing our current workforce for new ways of working to ensure they remain part of our industry."

AI will impact every facet of business–changing how we work, and the pace of innovation. It has the power to deliver immense business value, and help brands create the personalized experiences that customers demand. However, to realize its full potential requires a shift in how organizations invest their resources, develop their talent, and foster an AI mindset focused on unlocking creativity and collaboration. Join Bluewolf CEO Eric Berridge to learn key strategies for designing your workforce around a mindset and culture needed to compete and win with AI.

A drone that can switch between flying and rolling could soon be exploring underground mines without the aid of a human pilot. In open air, drones can navigate autonomously using GPS, but these satellite signals don't penetrate deep underground, meaning robot spelunkers require human pilots. Ahmed AlNomany and his colleagues at Swedish company Inkonova are working on an alternative. "It's complicated because we are trying to invent another way of positioning using bits and pieces of technologies," says AlNomany. Having a view of its surroundings is the first step.

In a development that wouldn't be out of place in a Black Mirror episode, we could soon be worshipping an artificially intelligent god figure. And this isn't a satirical take on our existing roles as disciples of social media, or the transcendental joy we feel when an Uber Eats delivery arrives. According to state filings uncovered by Wired, in September 2015 disgraced engineer Anthony Levandowski established a non-profit religious corporation called Way of the Future. Its mission: "To develop and promote the realization of a Godhead based on artificial intelligence and through understanding and worship of the Godhead contribute to the betterment of society." In the last two months alone we've seen robots perform funeral ceremonies and AI chips mimic the human brain -- could a Deus ex Machina really be that far behind? The organization hasn't responded to requests for further information about its activity, but a quick look at Levandowski's resume shows that he'd be a strong contender for divine leadership within an AI-driven faith.

This supervised machine learning algorithm has strong regularization and can be leveraged both for classification or regression challenges. They are characterized by usage of kernels, the sparseness of the solution and the capacity control gained by acting on the margin, or on number of support vectors, etc. The capacity of the system is controlled by parameters that do not depend on the dimensionality of feature space. Since the SVM algorithm operates natively on numeric attributes, it uses a z-score normalization on numeric attributes. In regression, Support Vector Machines algorithms use epsilon-insensitivity (margin of tolerance) loss function to solve regression problems.

Its surface, approximately 850 degrees Fahrenheit, is hot enough for paper to spontaneously combust. Its atmosphere, an oppressive mix of carbon dioxide, nitrogen, and sulfur dioxide, is dense enough to crush a submarine. "I like to think of Venus as turning your oven at home onto self cleaning mode, but also filling it with Easy Off," says Jason Derleth, head of NASA's Innovative Advanced Concepts Program (NIAC), a small slice of the agency that funds the exploration of forward-looking technologies. "That's still not as toxic as the chemical soup it has as its atmosphere. Earth's neighbor, while certainly inhospitable to humans, is almost just as rough for robots.

The CIRRIS XITM and the CIRRIS XRTM robots by ULC Robotics were developed to allow gas utilities to extend the life of large diameter cast iron pipeline infrastructure. But those pipelines are expensive to replace and difficult to manually repair, making them prime territory for robots.

Remember how just five years ago it seemed like 3D printing was going to take over the world? How it seemed like we'd have 3D-printed cars that we'd be parking in our 3D-printed houses? Things didn't seem to work out so much. But even while the hype died, companies have been steadily working on the technology. Two years after MX3D announced a plan to 3D print an entire steel bridge designed by Joris Laarman, the project really is going forward, with anticipated completion sometime next year.

Google is pivoting from being a mobile-first company to an AI-first company, declares Barney Pierce, Director, APAC Platforms and Display GTM for Google. He points to how Google is deploying artificial intelligence everywhere – in Gmail which now suggests replies, in its Photos app which helps you search, archive and even suggests which snaps can be junked, in Maps which is parsing local searches and has now significantly improved due to machine learning. But what he doesn't say is that perhaps the most lucrative deployment of AI for Google, which is expected to make $73.8 billion in net digital ad sales in 2017 according to eMarketer, is in its ad tech solutions. Pierce, who was speaking at Google's Think Platform event in Gurgaon, does describe how machine learning is virtually powering the digital advertising landscape, especially media buying which, thanks to the rise of programmatic, affords huge scope. AI, which Pierce describes as the science of making things smart, is not just greatly improving efficiency but also the relevance of ads.

Somewhat overshadowed in recent years by China's rise as a regional and global power, Japan still extends considerable influence as a world leader in various fields, including investment, policy management and trade, according to experts who gathered at a Tokyo conference earlier this week. But at the same time, Japan lags behind other countries in incorporating into everyday life technological innovations, such as artificial intelligence and financial technology to improve efficiency, they said. "We want to talk about Japan as a role model, not Japan following, not Japan copying, but Japan actually and constructively led by the young generation," said Jesper Koll, who heads Wisdom Tree Japan KK, a Tokyo-based exchange-traded fund sponsor, in the opening session of the annual G1 Global Conference organized at Globis University on Sunday. Experts shared insights in a session titled "Can Japan be a Role Model for Global Economic Prosperity and Stability?" Hiromichi Mizuno, chief investment officer at Government Pension Investment Fund said the country can show leadership in the field of investment by educating on responsible investment, a concept that gained traction after the fall of Lehman Brothers in 2008 that triggered the global financial crisis, exemplifying the long-term failure of a capitalism that emphasizes the single-minded pursuit of short-term corporate profits.