Now do the same with tanks, helicopters and biped/quadruped robots. Welcome to the not-so-distant future of LAWs, or lethal autonomous weapon systems. A conclusion reached at the UN conference on regulating LAWs in warfare that took place this August in Geneva was that, instead of outright banning them, the topic should be revisited in November. The stall was initiated by the U.S., Russia, Israel, South Korea and Australia. Until the revision meeting one thing is sure -- AI-controlled robotic warfare isn't too far off.

The Pentagon is launching a new artificial intelligence push it calls'AI Next' which aims to improve the relationship between machines and humans. As part of the multi-year initiative, the US Defense Advanced Research Projects Agency (DARPA) is set to invest more than $2bn in the programme. In promo material for the programme, DARPA says AI Next will accelerate "the Third Wave" which enables machines to adapt to changing situations. For instance, adaptive reasoning will enable computer algorithms to discern the difference between the use of'principal' and'principle' based on the analysis of surrounding words to help determine context. "Today, machines lack contextual reasoning capabilities and their training must cover every eventuality – which is not only costly – but ultimately impossible. We want to explore how machines can acquire human-like communication and reasoning capabilities, with the ability to recognise new situations and environments and adapt to them."

In a bipartisan new report on artificial intelligence, Rep. Will Hurd, R-Texas, chair of the House Oversight and Government Reform Subcommittee on IT, and Ranking Member Rep. Robin Kelly, D-Illinois, put forth funding and policy recommendations for addressing AI's impact on the public and private sectors – including healthcare. As artificial intelligence continues to evolve at an exponential pace and find its way into all manner of technology, it's already having profound effects on all industries and many important facets of society. Healthcare, of course, is no different, with AI making itself felt in fundamental ways – from newly-approved tools to detect diabetic retinopathy, to applications for new techniques for pop health and precision medicine. This new report explores the ways AI could impact four areas, in healthcare and elsewhere: workforce, privacy, data integrity and cybersecurity. The House report about AI is not strictly about healthcare, but each of those four concerns have potential direct impacts across the industry, from lost jobs for radiologists to patient safety concerns.

On Jan. 15, FBI agents arrested Jerry Chun Shing Lee, a former CIA case officer, and charged him with unlawful retention of classified information. Lee is the sixth person charged by the Justice Department in the past two years for espionage-related offenses suspected to have been conducted on behalf of the People's Republic of China. By comparison, prior to 2015, only one or two people on average per year were arrested for such offenses. The increased frequency of arrests--coinciding with a public March 2016 announcement by the Chinese government that intelligence efforts would be more heavily resourced--may indicate that China is scaling up traditional human intelligence efforts against the United States government. Lee's arrest seemingly stemmed from FBI agents' discovery of classified information in his notebooks in 2012.

Elon Musk speaks during an event at the SpaceX headquarters in Hawthorne, California, U.S., on Monday, Sept. 17, 2018. Facebook's chief artificial intelligence scientist Yann LeCun says that Elon Musk is "nuts" to call for regulation on AI at this relatively early stage in its development. While there have been a number of important AI breakthroughs in the last few years, AI is still fairly nascent. Try having an in-depth conversation with Siri and you'll soon see. The most sophisticated AI agents can excel at certain narrow tasks, such as games, but they lack common sense and the ability to learn across multiple domains.

There are significant, real-world benefits to having an accepted and recognized identity. That's why the concept of a digital identity is being pursued around the world, from Australia to India. From airports to health records systems, technologists and policy makers with good intentions are digitizing our identities, making modern life more efficient and streamlined. Governments seek to digitize their citizens in an effort to universalize government services, while the banking, travel, and insurance industries aim to create more seamless processes for their products and services. In places like Syria and Jordan, refugees are often displaced without an identity.

The provision is tucked in a huge bill that provides $1.7 billion in disaster relief and authorizes programs of the Federal Aviation Administration, which regulates drones. The House approved the measure Wednesday by a 398-23 vote, and the Senate is expected pass it on to President Donald Trump's desk in the coming days. The White House signaled support of the drone provision in July.

Harari, age 43, recently spoke to The Future of Everything about potential winners and losers in the automation revolution, how AI could help dictatorships outpace democracies, and the rise of machines more sympathetic than humans. "The automation revolution will make a lot of jobs disappear. This is not necessarily such a bad scenario. The question is whether it will be possible to support people's lives and the development of their emotional and spiritual lives without jobs. Many jobs--maybe even most jobs--that exist today are not worth defending. What we need to protect is the humans. In the current political and economic system, if you want to have your basic needs fulfilled and, for many people, to have meaning and purpose in your life, you need a job. If we could achieve these other aims without a job, then many jobs are not worth protecting. Many jobs are very difficult, very boring, very unfulfilling. People do them because they have to, not because it's really their dream to be a cashier or to drive a truck. If you can be released from these hours of working, you could perhaps develop your human potential in a much fuller way. In this sense, you are becoming more human."

On Thursday, Darpa gathered roboticists in the Louisville Mega Cavern, in Kentucky, and gave them a mission: Design robots to navigate a grueling subterranean course of tunnels and caves, some of the most unforgiving environments on Earth. This event, which will begin next year, is a fundamentally different Darpa beast than the Darpa beasts that came before it. First the advanced tech agency ran the Grand Challenge, a desert race between autonomous vehicles that helped jumpstart the self-driving car revolution. Then it oversaw the Robotics Challenge, in which humanoid robots tried to open doors and drive carts, but mostly fell on their faces. The technical challenges with both were monumental, but the environments were relatively tame.

There is a rise in the number of natural disasters happening all over the world. According to the National Oceanic and Atmospheric Administration, there were 16 natural disasters in 2017. The cost of all the damages is in the billions. The amount of destruction they cause is devastating and it has left many of us wondering what more can be done. Unfortunately, we don't have control over what nature decides to do but we can work on improving our emergency management services.