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Finkbeiner’s success highlights how deep learning, one of the most promising branches of artificial intelligence (AI), is making inroads in biology. The algorithms are already infiltrating modern life in smartphones, smart speakers and self-driving cars. In biology, deep-learning algorithms dive into data in ways that humans can’t, detecting features that might otherwise be impossible to catch. Researchers are using the algorithms to classify cellular images, make genomic connections, advance drug discovery and even find links across different data types, from genomics and imaging to electronic medical records.


A popular artificial-intelligence method provides a powerful tool for surveying and classifying biological data. But for the uninitiated, the technology poses significant difficulties.

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To better protect against the rise of ill-intended AI, policymakers ought to be working closely with technical specialists to be aware of potential applications of machine intelligence. Also, technical developers ought to be proactively reaching out to appropriate leaders when they understand the technology they are developing can have negative applications, the report says.


New report from 26 technology experts issues dire warning about the potential of malicious artificial intelligence.

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Of $15.2 billion invested in AI startups globally in 2017, 48 percent went to China and just 38 percent to America. So says a new report from CB Insights about the state of AI.

So long, America: It’s the first time China’s AI startups surpassed those in the US in terms of funding. While America still has more AI startups than China, they’re starting to lose out in striking equity deals: the US accounted for 77 percent of them in 2013, but that fell to 50 percent last year.

Fierce competition: AI startup investment rose 141 percent in 2017 compared with 2016—but with 1,100 new startups appearing last year, AI appearing in business models everywhere, and Big Tech’s enterprise AI offerings gaining traction, it’s harder than ever to snag funds.

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NASA is designing a robot submarine to explore the ultrachilly, hydrocarbon-filled seas on Saturn’s moon Titan — the only body in the solar system, apart from Earth, with liquid on its surface. Researchers have been testing the probe with a bucket-sized mock alien ocean in a lab.

The seas of Titan are very different from their counterparts on Earth: instead of seawater, Titan’s seas consist mainly of a frigid mixture of methane and ethane, at a temperature of around minus 300 degrees Fahrenheit (minus 184 degrees Celsius). That’s what NASA’s Cassini spacecraft and its Huygens probe, which landed on Titan in 2005, found.

The plan is to send the autonomous submarine into the largest sea on Titan. called Kraken Mare, from the name of a Scandinavian sea-monster and the Latin word for “sea,” the extraterrestrial sea covers 155,000 square miles (400,000 square kilometers) of the moon’s surface. (The second-largest sea on Titan, about a quarter the size of Kraken, is Ligeia Mare, named after one of the monstrous sirens of Greek mythology.) [See Photos of Titan’s Oceans].

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In 2016, a new Guinness World Record was set for the largest object to be 3D printed in one piece. The ABS/carbon fiber composite tool was 3D printed in 30 hours, and measured 17.5 feet long, 5.5 feet wide, and 1.5 feet tall. It was about as long as an average sport utility vehicle. The part was inarguably an impressive accomplishment – but that long length cannot compare to what Made In Space just 3D printed.

Made In Space is known for some pretty impressive accomplishments already. The company was responsible for the first 3D printer to be launched into space, and has since created a full Additive Manufacturing Facility (AMF) on the International Space station. Plenty of “firsts” have been set by the AMF as 3D printed tools, medical supplies, art and more have been 3D printed in space, the first of their kind. Now Made In Space has claimed the Guinness World Record for longest non-assembled 3D printed object, and it’s a lot longer than an SUV – it’s 37.7 meters, or 123 feet, 8.5 inches long.

That also happens to be the length of Made In Space’s Moffett Field facility at NASA’s Ames Research Center. The beam is now hanging from the ceiling of the facility. It was 3D printed with the company’s Extended Structure Additive Manufacturing Machine (ESAMM), which is the internal 3D printer of the Archinaut system. Archinaut uses robotic arms to assemble pre-fabricated and 3D printed components into larger, more complex structures, and will eventually be installed in space where it can autonomously repair things like satellites.

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