I'll bet you can quote 10 different movies, where people have to fight for the fate of humanity against machines. My all-time favorite is 2001: A Space Odyssey, with HAL's famous quote (maybe because it reminds me of how my mother would talk to me during my adolescent years) "I am, by any practical definition of the words, foolproof and incapable of error."[i] Reality and fiction are not the same, we are very far from having a super-intelligent computer that can take over humanity, but people are still hesitant to adopt AI technology. In this blog, I will explore the reasons, and identify the methodology we at Informatica use to address these concerns. We have the zeroth laws of Asimov: zeroth law, to precede the others: A robot may not harm humanity, or, by inaction, allow humanity to come to harm.

The U.S. Army launched a revolutionary SMET initiative that aims to integrate robots into brigades. While top brass walked the floors of AUSA exploring innovation for future combat in Washington D.C., in Georgia at Fort Benning, robot selection to join the troops is in an intense final week. Many companies had thrown their robots in the ring for selection to serve and the Army narrowed down those invited to the Benning phase that began back on Sept. 11 and is expected to conclude Oct. 14. The final four robots will be chosen and the Army will ask the companies to begin production. The jungle drums at AUSA have it that the selected robots may be integrating and working alongside soldiers in brigade combat teams (BCTs) as soon as early next year.

In science news around the world, a deadly plague epidemic spreads through Madagascar, Japan's economy ministry announces a successful first test of seafloor mining for metallic ore deposits near hydrothermal vents, the World Health Organization releases a new strategy for fighting cholera, and the U.S. Environmental Protection Agency moves to roll back limits on greenhouse gas emissions from power plants. Also, economist Richard Thaler of the University of Chicago in Illinois wins the Nobel economics prize for his study of irrational human economic behavior, scientists discover evidence of rice domestication in South America, and a Carnegie Mellon University roboticist describes how his robotic snakes combed through rubble of the 19 September earthquake in Mexico.

You may think that humans as a species are the most prolific colonizers on the planet but maybe you've never heard of the "Argentine ants of southern Europe". This massive colony is made up of ants from Argentina that were introduced to Europe 80 years ago, and needless to say they've wasted little time in dominating the landscape. While Europe is being invaded by immigrant ants, another much smaller infestation that's taking place is that of mythical unicorns. For those of you not in the know, a unicorn is a startup worth at least $1 billion, and there are 215 in total around the world. There are actually 16 unicorns grazing across Europe right now, and we got zee Germans out of the way after last week's top 8 unicorns by funding.

Sally Jones, a former punk rocker from Kent, United Kingdom, who gained notoriety as "Mrs Terror" after joining the Islamic State group (also called ISIS), was reportedly killed in a United States drone strike along with her 12-year old son Jojo in Syria as she tried to escape Raqqa, the Sun reported. Though Whitehall sources confirmed reports that Jones was killed, according to the Guardian, the Pentagon was unable to confirm the news. Maj Adrian Rankine-Galloway, a Pentagon spokesman, told the Guardian, "I do not have any information that would substantiate that report but that could change and we are looking into this." Rukmini Callimachi, a correspondent for the New York Times, also said two senior U.S. officials denied that Jones was dead. Fifty-years-old Jones was born in Greenwich, southeast London, and later moved to Kent.

Deriving insights from high-dimensional data is one of the core problems in data mining. The difficulty mainly stems from the fact that there are exponentially many variable combinations to potentially consider, and there are infinitely many if we consider weighted combinations, even for linear combinations. Hence, an obvious question is whether we can automate the search for interesting patterns and visualizations. In this paper, we consider the setting where a user wants to learn as efficiently as possible about real-valued attributes. For example, to understand the distribution of crime rates in different geographic areas in terms of other (numerical, ordinal and/or categorical) variables that describe the areas. We introduce a method to find subgroups in the data that are maximally informative (in the formal Information Theoretic sense) with respect to a single or set of real-valued target attributes. The subgroup descriptions are in terms of a succinct set of arbitrarily-typed other attributes. The approach is based on the Subjective Interestingness framework FORSIED to enable the use of prior knowledge when finding most informative non-redundant patterns, and hence the method also supports iterative data mining.

It was supposed to be an easy $1,000 job. All 25-year-old Jorge Edwin Rivera had to do was pilot a drone, carrying a lunchbox filled with 13 pounds of methamphetamine, from one side of the US-Mexico border to the other where an accomplice could retrieve the smuggled cargo. What he didn't count on was Border Patrol agents spotting the UAV in flight and tracking it back to his hiding spot, 2,000 yards from the national divide. This isn't the first time that smugglers have used commercially-available drones to carry contraband. In 2015, the Border Patrol caught a two people dropping off 28 pounds of heroin in Calexico, California, and, in the same year, caught another drug ring delivering 30 pounds of cannabis to San Luis, Arizona.

It might resemble something out of Star Wars, but this is the prototype for a combat suit that Russia hopes will give its soldiers the edge on the battlefields of the future. The high-tech suit includes an exo-skeleton, designed to boost strength and stamina, body armor and even a watch capable of surviving a nuclear blast. The all-black kit also has a Stormtrooper-style helmet with a tinted glass visor and a mini task light poking out of the side. The high-tech item includes an exo-skeleton, designed to boost strength and stamina, body armour and even a watch capable of surviving a nuclear blast. The Ratnik kit comprises five integrated systems that include life support, command and communication, engaging, protection and energy saving subsystems.

Legislation intended to clear away federal regulations that could impede a new era of self-driving cars has moved quickly through Congress. The House has passed a bill that would permit automakers to seek exemptions to safety regulations, such as to make cars without a steering wheel, so they could sell hundreds of thousands of self-driving cars. A Senate committee approved a similar measure last week by a voice vote.

There have been 26 significant'space weather' events affecting Earth over the last 50 years. These solar events can severely disrupt the Earth's magnetosphere (the boundary between the Earth's magnetic field and the solar wind), and pose a direct threat to electrical infrastructure - knocking out technologies that we rely on every single day, like GPS signals, electrical grids, computers and satellites. To put it lightly, if a major event were to happen tomorrow, it's likely to cost at least $2 trillion in damages in the first year alone. So, we're all doomed - right? Luckily for us, NASA has founded a Solar Space Team, which sits within the Frontier Development Lab (FDL).