Machine Learning accurately predicts human height from genetic information

Stephen Hsu reports on his team work to use novel machine learning methods (“compressed sensing”) to ~500,000 genomes from UK Biobank, resulting in an accurate predictor for human height which uses information from thousands of SNPs. Hsu has also predicted that with the gene sequences of about 1 million people we could construct a good …

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DARPA seeks scalable and dynamic testing for learning robots

DARPA announced a new research program called Assured Autonomy that aims to advance the ways computing systems can learn and evolve to better manage variations in the environment and enhance the predictability of autonomous systems like driverless vehicles and unmanned aerial vehicles (UAVs). The assurance approaches today are predicated on the assumption that the systems, …

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Existing 51 qubit quantum simulator using rubidium atoms could scale to hundreds of qubits

In Juy, Mikhail Lukin at Harvard University announced they had a 51 quantum bit simulator. Quantum simulators are used to model the minute behavior of molecules, and could help study how drugs act within the human body. They aren’t full-blown quantum computers, though, says Simon Devitt at Macquarie University in Sydney. Lukin and his team …

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Better definitions and metrics around human level AI are needed

IEEE Spectrum asked AI experts about when human level AI will be achieved and as usual there was a massive range of dates from a few years to hundreds of years. Gary Marcus talks about many decades before AI’s can process inputs and situations with the flexibility and adaptability of humans. As usual the questions …

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Machine learning leverage sensors to give robots an effective sense of touch

Eight years ago, Ted Adelson’s research group at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) unveiled a new sensor technology, called GelSight, that uses physical contact with an object to provide a remarkably detailed 3-D map of its surface. Now, by mounting GelSight sensors on the grippers of robotic arms, two MIT teams have …

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Google will put mini-TPUs into upcoming cellphones

Nextbigfuture talked to an attendee of 2017 Google IO and he reported that Google will be putting mini versions of the second generation TPU (tensor processing unit) into all new google cellphones. The TPU is optimized for artificial intelligence and deep learning. The new TPU has 180 teraflops of processing power. It was not revealed …

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Google will make 1,000 Cloud TPUs (44 petaFLops) available at no cost to ML developers

< Google announced that their second-generation Tensor Processing Units (TPUs) are coming to Google Cloud to accelerate a wide range of machine learning workloads, including both training and inference. We call them Cloud TPUs, and they will initially be available via Google Compute Engine. Developers can program these TPUs with TensorFlow, the most popular open-source ...

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Google Launched a New Machine Learning Journal and it support reactive diagrams

In collaboration with OpenAI, DeepMind, YC Research, and others, Google has announced the launch of Distill, a new open science journal and ecosystem supporting human understanding of machine learning. Distill is an independent organization, dedicated to fostering a new segment of the research community. We can create interactive diagrams and user interfaces the enable intuitive …

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Majority of age-related pathway have not been targeted so plenty of new antiaging drugs will be found

Scientists from the Biogerontology Research Foundation (BGRF) and University of Liverpool have announced a landmark database of lifespan-extending drugs and compounds called DrugAge. The database has 418 compounds, curated from studies spanning 27 different model organisms including yeast, worms, flies and mice. It is the largest such database in the world at this time. Significantly, …

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Best near term gains for future US Navy would be improved targeting, better robotic vehicles, high velocity projectiles and railguns

During a House Armed Services seapower and projection forces subcommittee hearing on Wednesday, ranking member Rep. Joe Courtney (D-Conn.) asked the panelists – representing the studies conducted by a Navy team, the Center for Strategic and Budgetary Assessments and the MITRE Corporation – what the first investments ought to be to achieve the teams’ visions …

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How close is a new Korean war and would North Korea be able to use its nuclear weapons ?

China’s foreign minister urged North Korea to halt its nuclear activities and the U.S. to suspend nearby military drills, as a way to quell growing tensions and get Kim Jong Un back to the negotiating table. “The two sides are like two accelerating trains coming towards each other, with neither side willing to give way,” …

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