Say what you will about civilian drones and drone pilots, but when the going gets tough, these drone pilots will get going. According to published Federal Aviation Administration (FAA) commercial drone exemption requests, a big chunk of drone pilots are willing to lend a hand for possible emergencies. A total of 19 percent mentioned emergency services--that's six times as many requests from the last quarter of 2015. With all these pilots willingly to help out in case of emergencies, this could mean that private pilots can easily aid officials during search and rescue missions and other equally critical emergency scenarios. Despite this magnanimous offer to lend a hand, it doesn't necessarily guarantee pilots flying time. Certain legal restrictions may keep them on the ground– according to an FAA spokeswoman who spoke to The Verge, "a civilian must have a 333 exemption" to participate in emergency services.

In this series of exploratory blog posts, we explore the relationship between recurrent neural networks (RNNs) and IoT data. The article is written by Ajit Jaokar, Dr Paul Katsande and Dr Vinay Mehendiratta as part of the Data Science for Internet of Things practitioners course. RNNs are already used for Time series analysis. Because IoT problems can often be modelled as a Time series, RNNs could apply to IoT data. In this multi-part blog, we first discuss Time series applications and then discuss how RNNs could apply to Time series applications.

The Diet on Thursday enacted a law banning drones from flying over important facilities such as the Prime Minister's Office while giving police the power to destroy drones if necessary. The legislation is expected to take effect before a foreign ministerial meeting of the Group of Seven industrial nations takes place in Hiroshima on April 11-12. Prime Minister Shinzo Abe's ruling coalition had been seeking early enactment of the bill to strengthen anti-terrorism measures ahead of the G-7 summit in Mie Prefecture in late May. The Civil Aeronautics Law was revised to regulate drone flights in September after a small drone was found on the roof of the building housing the Prime Minister's Office last April. A man was later convicted over the incident.

DETROIT – As autonomous car technology rapidly progresses, makers of the cars face the difficult question of how safe they must be before they're ready to move people on highways and city streets. Right now, companies such as Google, Audi and Mercedes-Benz are testing the cars in a small number of cities to demonstrate they can be safer than human drivers. They also must figure out what level of risk is acceptable to both government regulators and a potentially skeptical public. Government statistics show that human mistakes are responsible for 94 percent of the 33,000 U.S. traffic fatalities each year. Autonomous cars won't get drowsy, distracted or drunk, so in theory they could eliminate those mistakes and save an estimated 31,000 lives a year.

Toshiba Corp. said its profitability will improve in the next fiscal year as it scales back on products such as personal computers and home appliances. Operating profit will be 120 billion ( 1.1 billion) and revenue 4.9 trillion in fiscal 2016, the electronics maker said on Friday, in a presentation titled "A road map to a new Toshiba." Analysts were projecting, on average, a profit of 145.5 billion on sales of 5.77 trillion, according to data compiled by Bloomberg. Toshiba, which makes everything from computers to nuclear power equipment, is seeking to revive profits by narrowing the scope of its business lines. An accounting scandal has left the Japanese conglomerate in tatters, facing record losses, job cuts and potential spinoffs.

And no sound bite I come up with, no matter how good my English gets, will bring them back to life." First written in the aftermath of the 2008-2009 Israeli war on Gaza, these words from Rafeef Ziadah's poem "We Teach Life, Sir" became popularised by a 2011 performance that went viral. A Palestinian performance poet based in London, Ziadah is an activist in her own right and a member of the Palestinian Boycott, Divestment and Sanctions (BDS) National Committee. She has helped spearhead many of the initiatives calling for the academic and cultural boycott of Israel until it adheres to the demands granting Palestinians rights under international law. The poem is now featured on Ziadah's latest album of the same name, which blends her poetry with original music composed by Phil Mansour. Al Jazeera spoke with Ziadah about her latest album, the inspiration and politics of her art, as well as her UK-based activism. Al Jazeera: Your poems were previously known for your captivating performance. Why did you decide to add music to your poems? Rafeef Ziadah: Both my first album "Hadeel" and this second one "We Teach Life" have been collaborations with wonderful musicians who deliberately worked to ensure the music strengthened and emphasised the words. With an album, unlike live performances, people are not able to see me and relate to my facial expressions or hand gestures - on the album we wanted to recreate that connection and music really helped to bring the poems to life. I was happy to work with activist-artist Phil Monsour (who produced the album). The music has also helped introduce the work to a broader audience and is beginning to have radio play on independent radio stations around the world. Al Jazeera: How long did it take you to make this album? Why have you decided to release it now and what do you hope will come out of its release? Ziadah: The album was a slow collaboration that started with a number of poetry pieces and slowly grew in number. It took about 12 months to complete the final production, but the poems were written over several years and recorded in a few countries depending on accessibility. It is really an attempt to capture in words a number of recent experiences of Palestinians inside historic Palestine and in exile as well. This work is also - in many ways- a collective effort beyond myself and the musicians because we launched a crowd funding campaign to support the final stages of production and many people generously donated to make sure narratives that are largely absent in the Western mainstream can be heard. As I explain in the album's artwork "the poems and music here have been written over several years, three wars, two sieges, too many borders and many protests and picket lines.

Nasa has announced that it has found evidence of flowing water on Mars. Scientists have long speculated that Recurring Slope Lineae -- or dark patches -- on Mars were made up of briny water but the new findings prove that those patches are caused by liquid water, which it has established by finding hydrated salts. Several hundred camped outside the London store in Covent Garden. The 6s will have new features like a vastly improved camera and a pressure-sensitive "3D Touch" display

Nasa has announced that it has found evidence of flowing water on Mars. Scientists have long speculated that Recurring Slope Lineae -- or dark patches -- on Mars were made up of briny water but the new findings prove that those patches are caused by liquid water, which it has established by finding hydrated salts. Several hundred camped outside the London store in Covent Garden. The 6s will have new features like a vastly improved camera and a pressure-sensitive "3D Touch" display

In science news around the world, the first part of the two-part ExoMars program is on its way to the Red Planet, Google's DeepMind computer program AlphaGo beats the human world Go champion four games to one, China plans to create its own "Defense Advanced Research Projects Agency," the U.S. Environmental Protection Agency announces plans to further limit methane emissions from oil and gas wells, the U.S. Food and Drug Administration green-lights a plan to release mosquitoes in Florida that have been genetically modified to be sterile, and more. Also, German defense minister Ursula von der Leyen, who was accused of plagiarism in her 1990 dissertation, was cleared of misconduct by her degree-granting institution. And a watercolor painting showing the intricate structure of an Ebola virus wins the 2016 Wellcome Image Awards' overall prize.

OAKLAND, Calif.--It's not hard to find monuments to technology in the Bay Area. Down in the valley, Google, Apple, and Facebook have each built their own cathedral-monastery, architectural showpieces that bound over the landscape. In the city itself, the Internet Archive is housed in an old church of Christian Science, its door gated by a marble Corinthian portico. And further downtown, where the land meets the bay, new obelisks even now are rising. Plenty of places will let you salute Fair Software and Tender-Hearted Hardware.