It's scary enough making a doctor's appointment to see if a strange mole could be cancerous. Imagine, then, that you were in that situation while also living far away from the nearest doctor, unable to take time off work and unsure you had the money to cover the cost of the visit. In a scenario like this, an option to receive a diagnosis through your smartphone could be lifesaving. Universal access to health care was on the minds of computer scientists at Stanford when they set out to create an artificially intelligent diagnosis algorithm for skin cancer. They made a database of nearly 130,000 skin disease images and trained their algorithm to visually diagnose potential cancer.

Who determines what's a touchdown, penalty or out-of-bounds play in the National Football League? Until 1986, on-field referees decided everything. Then camera-based instant replays entered the mix. And what do you think automation's arrival did to the number of refs employed in the NFL, or their salary levels? Slap yourself with a 15-yard penalty if you think technology's growing role cost any of the NFL's officiating crews their jobs. Pro football now employs bigger officiating crews than before.

This 3-hour course (video slides) offers developers a quick introduction to deep-learning fundamentals, with some TensorFlow thrown into the bargain. Deep learning (aka neural networks) is a popular approach to building machine-learning models that is capturing developer imagination. If you want to acquire deep-learning skills but lack the time, I feel your pain. In university, I had a math teacher who would yell at me, "Mr. Görner, integrals are taught in kindergarten!"

America's largest tech companies face a growing backlash over the potentially negative impacts of their strategic decisions and innovations. For example, companies like Apple, Facebook, Google and Microsoft are investing in artificial intelligence (AI) technologies and product roadmaps that will replace millions of jobs during the coming years. Experts in marketing, technology and social awareness say it's time for technology providers to assume greater responsibility for the personal pain that comes along with the collective gain. Emerging technology is at almost perpetual odds with the status quo, but U.S. society is coming to realize that dynamic can lead to job losses, unfair treatment of social services and a stain on civic engagement. The power and influence that some tech companies command is being reevaluated in light of the myriad ways people are being disenfranchised in some way by their actions.

Raspberry Pi will probably getting a taste of some advanced artificial intelligence tools from Google as Raspberry Pi Foundation has announced that the search giant is planning to make its "range of smart tools" available for the maker community this year. The machine learning technology from Google will enable makers from the Raspberry Pi community to make even more powerful projects than before, the company said in its official blog. Google has even asked makers to share ideas through a survey so that the company can meet smart tools for the makers. Thank you for taking the time to take our survey. We at Google are interested in creating smart tools for makers, and want to hear from you about what would be most helpful.

But those who do are likely to be more intelligent, according to a new study. Researchers found people who prefer dark humour tend to score highly on test of intelligence and emotional stability. People who prefer dark humour tend to score highly on test of intelligence and emotional stability. Researchers found people who prefer dark humour tend to score highly on test of intelligence and emotional stability. The researchers say it may be because it takes both cognitive and emotional skills to understand jokes and get their humour.

Infosys, a global leader in consulting, technology, outsourcing and next-generation services, today announced that it has been awarded in the'Best in Show' category by TM Forum Live! Asia". TM Forum is a leading global industry association for digital business. The award was given for the'Cognitive Digital Agent' - a project championed by Globe Telecom, Philippines along with Infosys, Amdocs and Huawei. The project demonstrated the feasibility of using cognitive computing technologies aligned to telecom business processes to enhance customer experience in a more intuitive and natural fashion. To address changing consumer needs and demands in today's digital economy, Infosys, along with Huawei and Amdocs, established the Cognitive Digital Agent - a five-month project, led by Globe Telecom. This was aimed at creating the next generation of customer care services, leveraging artificial intelligence technologies. The core solution is driven by Infosys' expertise in natural language processing, machine learning and cognitive computing. The Cognitive Digital Agent has the capability to address complex queries and answer questions through omni-channel access including interactive voice responses (IVR), portals and wearables. The Cognitive Digital Agent creates a difference in situations where, if a call center is contacted, the responses are generated using natural language processing - making them more consumer friendly, or on social media platforms and in smart watches where the machine agent responds to queries 24x7. TM Forum recognized the project for some of these exceptional demonstrations of business outcomes across channels, and the inventive use of machine learning and Artificial Intelligence (AI). "Our goal has been to explore the use of cognitive computing and artificial intelligence technologies such as natural language processing and machine learning to create the next generation of customer care services, which, in turn, enabled us to create this compelling project that can significantly improve customer satisfaction.

A new species of wasp has been discovered that starts its life in a horrifying way - by eating another wasp alive from the inside out. The gall wasps drills into the branches of trees to create a safe space for it to mature, but it turns out these crypts are not as safe as the insect thought. A new species of parasitic wasp - dubbed the Crypt Keeper wasp - has been found to deposit its eggs into the gall wasp's crypt. The gall wasps become stuck tunneling to freedom, and the parasitic offspring then eat their way out and emerge through the gall wasp's head cavity, like something out of the film Alien. The gall wasps drills into the branches of trees to create a safe space for it to mature, but it turns out these crypts are not as safe as the insect thought.

The notion of a technological singularity brought about by advances in Artificial Intelligence (AI) has entertained academics, inventors, futurists, and journalists since the concept was first coined around the middle of the last century. The singularity posits that, at some point in the near or distant future, we humans will create AI that outsmarts us, leading to all sorts of unhappy results for our kind. Depending on whether you prefer utopian or dystopian science fiction, the singularity will either be absolutely fabulous or downright horrifying. Mathemetician and science-fiction writer Vernor Vinge is thought to have coined the term "the singularity." Vinge's view in this 1993 essay is decidedly dystopian: "Within thirty years, we will have the technological means to create superhuman intelligence. Shortly after, the human era will be ended."

It has long been claimed that women are better at multi-tasking than men. While some women relish the accolade, others suspect some males use it as an excuse for avoiding work. Now scientists have found strong proof that men are inferior at juggling two activities - at least compared to women under 60. Men asked to carry out complex thinking while walking on a treadmill without handrails were found to stop swinging their right arm while they walk. But women under 60 – described as'pre-menopausal' – were'surprisingly' not affected with both arms swung freely as before.