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AI, Machine learning

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22.03.2019
16:16 Phys.orgWhat can machine learning reveal about the solid Earth?

Scientists seeking to understand Earth's inner clockwork have deployed armies of sensors listening for signs of slips, rumbles, exhales and other disturbances emanating from the planet's deepest faults to its tallest volcanoes. "We measure the motion of the ground continuously, typically collecting 100 samples per second at hundreds to thousands of instruments," said Stanford geophysicist Gregory Beroza. "It's just a huge flux of data."

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03:49 Yahoo ScienceGoogle Requests Meeting With U.S. General Amid China AI Debate

General Joseph Dunford, chairman of the joint Chiefs of Staff, said on Thursday that Google "indirectly benefits the Chinese military" and is planning to meet with the company over the matter. The Pentagon official cited a Google AI lab that opened in Beijing in 2017 as a cause of concern. "In my judgment, us assisting the Chinese military in advancing technology is not in U.S. national interests," Dunford said on Thursday at an Atlantic Council event.

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00:29 ScienceNewsDaily.orgMoviePass founder tests app that awards free tickets to users spied on by facial recognition cameras

Called PreShow, users can earn free tickets if they watch several ads. But, in a creepy twist, the app uses facial recognition technology to make sure they're actually watching all of the ads.

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21.03.2019
23:34 Technology.orgDesigning Chips for Real Time Machine Learning

Program seeks to improve the ML innovation cycle by automating the design of ultra-specialized ASICs with SWaP, latency,

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23:16 Optics and Photonics NewsRobots: Learning by Example

A researcher at the the Technical University of Munich speaks about the role that imitation learning and human guidance play in the roboticist's toolkit.

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22:53 ScienceDaily.comKicking neural network automation into high gear

Algorithm designs optimized machine-learning models up to 200 times faster than traditional methods.

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22:52 Photonics.comQuantum Dots Create Distance Between Electron Spins for Quantum Computing

Scientists at the Niels Bohr Institute have realized the swap of electron spins between distant quantum dots. This is significant for future quantum communications because it will allow the distance between the quantum dots to be large enough for integration with traditional microelectronics and, perhaps, a future quantum computer. The Copenhagen team collaborated with researchers at Purdue University and the University of Sydney to make the discovery. One method of storing and exchanging quantum information is through electron spin states, where the electrons’ charge and spin is manipulated by gate-voltage pulses. It was believed that this method can only work if quantum dots touch each other. If the dots are squeezed too close together, the spins will react too violently; if placed too far apart, the spins will interact too slowly. Both fast spin exchange and enough room

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21:55 NewScientist.ComAI can mistakenly see cancer in medical scans after tiny image tweaks

Medical artificial intelligence is brittle. Although it promises to quickly analyse medical scans, it can trip up on seemingly innocuous issues

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21:08 CosmosMagazine.comResearchers warn medical AI is vulnerable to attack

‘Human-invisible change’ can distort results with expensive, or fatal, consequences, warns Harvard-led team. Nick Carne reports.

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17:37 Phys.orgArtificial Intelligence will map the chemical space to help navigate through the wide diversity of chemical compounds

Scientists from the Skoltech Center for Computational and Data-Intensive Science and Engineering (CDISE) and Helmholtz Munich Center for Environmental Health (HMGU, Germany) have created a neural network for visualizing the chemical space of compounds that can be of potential value for the pharmaceutical industry. The new method will help to create new chemical compounds and navigate in the space of the existing chemicals. The results of the study were published in RSC Advances.

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15:42 Phys.orgFirst artificial intelligence Google Doodle features Bach

Google is celebrating composer Johann Sebastian Bach with its first artificial intelligence-powered Doodle.

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15:30 Technology.orgTo Predict Which Cancer Cells Will Attack the Brain, Scientists Harness the Power of Artificial Intelligence

Not all cancer cells are created equal. Only a small number of cells in a patient’s initial tumor

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14:44 Phys.orgMachine learning identifies links between world's oceans

Oceanographers studying the physics of the global ocean have long found themselves facing a conundrum: Fluid dynamical balances can vary greatly from point to point, rendering it difficult to make global generalizations.

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10:33 Yahoo ScienceWorld's Biggest AI Startup Exploring Cars, Global Expansion

The company counts education, self-driving vehicles as well as surgery and diagnostics among areas ripe for commercializing AI, Managing Director Esther Wong said. It’s now actively seeking out investments in fellow startups that can benefit from its own technology, she told the Bloomberg Invest Asia forum in Hong Kong.

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20.03.2019
22:08 ScienceDaily.comBrain-inspired AI inspires insights about the brain (and vice versa)

Researchers have described the results of experiments that used artificial neural networks to predict with greater accuracy than ever before how different areas in the brain respond to specific words. The work employed a type of recurrent neural network called long short-term memory (LSTM) that includes in its calculations the relationships of each word to what came before to better preserve context.

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12:46 Technology.orgScientists used quantum computing to improve radars by a factor of 10

Radars are very important to our civilization. Military uses them as well as air traffic control system and

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06:21 Gizmag nVidia's latest AI technology can instantly transform your doodles into photo-realistic scenes


NVIDIA's GauGAN app really is that simple, and can turn your MS Paint-like sketches into a range of staggeringly realistic fake photo scenes - in real time. To get there, it uses fascinating new machine learning technology that pits two neural networks against each other to optimize results.
.. Continue Reading nVidia's latest AI technology can instantly transform your doodles into photo-realistic scenes Category: Good Thinking Tags: NVIDIA

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01:15 Technology.orgThe Impact of AI on Cybersecurity

Cybersecurity experts and cybercriminals alike are using artificial intelligence (AI) and machine-learning tools to protect and steal data

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19.03.2019
23:14 TechnologyReview.comThis robot learns to pick up mugs by learning a theory of mugness

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20:50 Yahoo ScienceThe Air Force s New AI Is Basically R2-D2 for Fighter Jets

The U.S. military wants to put artificial intelligence in the cockpit, as an assistant or AI-powered wingman.

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18:29 ScienceDaily.comComputer program developed to find 'leakage' in quantum computers

A new computer program that spots when information in a quantum computer is escaping to unwanted states will give users of this promising technology the ability to check its reliability without any technical knowledge for the first time.

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17:35 Technology.orgAlthough Not a Replacement for Teachers, Robots Can Enrich Student Learning

The rise of the digital age has brought about many changes, big and small, across all industries. Now

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17:31 SingularityHub.ComTo Be Ethical, AI Must Become Explainable. How Do We Get There?

As over-hyped as artificial intelligence is—everyone’s talking about it, few fully understand it, it might leave us all unemployed but also solve all the world’s problems—its list of accomplishments is growing. AI can now write realistic-sounding text, give a debating champ a run for his money, diagnose illnesses, and generate fake human faces—among much more. […]

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17:12 Phys.orgArtificial intelligence to measure citizen perception towards events of noise pollution

Researchers from Universidad Politécnica de Madrid have developed an artificial intelligence system to detect and assess noisy activities from social network data.

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17:01 Phys.orgComputer program developed to find 'leakage' in quantum computers

A new computer program that spots when information in a quantum computer is escaping to unwanted states will give users of this promising technology the ability to check its reliability without any technical knowledge for the first time.

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16:27 Yahoo ScienceBlockchain and AI: Leading the Way to the Fourth Industrial Revolution Against the Odds

Blockchain technology has come to the forefront in much the same way AI had, through a long development process full of trials, tribulations, ignorance and triumphs over skeptics and critics alike. The application potential for blockchain is no less extensive than it is for AI — and today, these technologies are more complementary than competitive in their natures. Just as AI found its applications in the fintech sector as a data aggregator and automated solution determiner, so began blockchain in its permeation into areas of application where its properties can be of most use.

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15:14 Phys.orgNew Argonne supercomputer, built for next-gen AI, will be most powerful in U.S.

The most powerful computer ever built in the United States will make its home at Argonne National Laboratory in 2021, the U.S. Department of Energy and Intel announced today. Aurora, the United States' first exascale computer, will combine unprecedented processing power with the growing potential of artificial intelligence to help solve the world's most important and complex scientific challenges.

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02:52 ScienceDaily.comGoogle research shows how AI can make ophthalmologists more effective

As artificial intelligence continues to evolve, diagnosing disease faster and potentially with greater accuracy than physicians, some have suggested that technology may soon replace tasks that physicians currently perform. But a new study shows that physicians and algorithms working together are more effective than either alone.

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18.03.2019
18:32 Yahoo SciencePhysicists Reverse Time for Tiny Particles Inside a Quantum Computer

Time goes in one direction: forward. Little boys become old men but not vice versa; teacups shatter but never spontaneously reassemble. This cruel and immutable property of the universe, called the "arrow of time," is fundamentally a consequence of the second law of thermodynamics, which dictates that systems will always tend to become more disordered over time. But recently, researchers from the U.S. and Russia have bent that arrow just a bit -- at least for subatomic particles.In the new study, published Tuesday (Mar. 12) in the journal Scientific Reports, researchers manipulated the arrow of time using a very tiny quantum computer made of two quantum particles, known as qubits, that performed calculations. [Twisted Physics: 7 Mind-Blowing Findings]At the subatomic scale, where the odd rules of quantum mechanics

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18:25 ScientificAmerican.ComAI-Based App Could Screen for Cervical Cancer  

An algorithm that can diagnose the disease from photographs would be especially useful in developing countries  -- Read more on ScientificAmerican.com

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17:04 SingularityHub.ComLike Animals, AI Is Learning From Experience

Trial and error is one of the most fundamental learning strategies employed by animals, and we’re increasingly using it to teach intelligent machines too. Boosting the flow of ideas between biologists and computer scientists studying the approach could solve mysteries in animal cognition and help develop powerful new algorithms, say researchers. Some of the most […]

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16:57 Phys.orgPowerful machine-learning technique enables biologists to analyze enormous data sets

Researchers at A*STAR have compared six data-analysis processes and come up with a clear winner in terms of speed, quality of analysis and reliability. The top performer took large, complex biological data sets and spat out key relations between parameters (such as grouping blood and marrow cells according to cell type) in a fraction of the time of the other techniques.

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16:10 Technology.orgAdobe Integrates Sensei AI into New Premiere Elements Editor

Adobe’s Elements line of software are designed to provide a distilled version of its Creative Cloud products that

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14:10 Space.comPhysicists Reverse Time for Tiny Particles Inside a Quantum Computer

The "arrow of time" went backward inside this tiny quantum computer.

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12:43 ChemistryWorld.comMachine learning predicts ammunition from gunshot residue

Forensic tool will assist investigators by turning back time on firearm chemistry

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17.03.2019
17:08 SingularityHub.ComFinally, Proof That Quantum Computing Can Boost Machine Learning

Quantum supremacy sounds like something out of a Marvel movie. But for scientists working at the forefront of quantum computing, the hope—and hype—of this fundamentally different method of processing information is very real. Thanks to the quirky properties of quantum mechanics (here’s a nifty primer), quantum computers have the potential to massively speed up certain […]

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15.03.2019
21:12 TechnologyReview.comIBM’s photo-scraping scandal shows what a weird bubble AI researchers live in

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19:10 ScienceDaily.comDesign and validation of world-class multilayered thermal emitter using machine learning

Scientists designed a multilayered metamaterial that realizes ultra-narrowband wavelength-selective thermal emission by combining the machine learning (Bayesian optimization) and thermal emission properties calculations (electromagnetic calculation). The joint team then experimentally fabricated the designed metamaterial and verified the performance. These results may facilitate the development of highly efficient energy devices.

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19:03 TechnologyReview.comFacebook says it’s going to use machine learning to catch revenge porn

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18:12 ScienceDaily.comAI and MRIs at birth can predict cognitive development at age 2

Researchers used MRI brain scans and machine learning techniques at birth to predict cognitive development at age 2 years with 95 percent accuracy.

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17:20 Phys.orgSpeeding up artificial intelligence

A group at Politecnico di Milano has developed an electronic circuit able to solve a system of linear equations in a single operation in the timescale of a few tens of nanoseconds. The performance of this new circuit is superior not only to classical digital computers, but also to quantum computers. It will be soon possible to develop a new generation of computing accelerators that will revolutionize the technology of artificial intelligence.

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17:08 Phys.orgAdaptive learning system using big data based machine learning

Over the past few decades, many studies conducted in the field of learning science have reported that scaffolding plays an important role in human learning. To scaffold a learner efficiently, a teacher should predict how much support a learner must have to complete tasks and then decide the optimal degree of assistance to support the learner's development. Nevertheless, it is difficult to ascertain the optimal degree of assistance for learner development.

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16:55 ScienceNewsDaily.orgA new face recognition privacy bill would give us more control over our data

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16:55 Phys.orgArtificial intelligence for the study of sites

An experimental study led by researcher Abel Moclán, from the Centro Nacional de Investigación sobre la Evolución Humana (CENIEH), has just been published in the Archaeological and Anthropological Sciences journal, which proposes a new method to understand how the faunal assemblages were generated in archaeological sites, and how they could have interacted with groups of humans and carnivores in the places they occupied.

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16:33 Phys.orgDesign and validation of world-class multilayered thermal emitter using machine learning

NIMS, the University of Tokyo, Niigata University and RIKEN have jointly designed a multilayered metamaterial that realizes ultra-narrowband wavelength-selective thermal emission by combining the machine learning (Bayesian optimization) and thermal emission properties calculations (electromagnetic calculation). The joint team then experimentally fabricated the designed metamaterial and verified the performance. These results may facilitate the development of highly efficient energy devices.

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15:33 LiveScience.comPhysicists Reverse Time for Tiny Particles Inside a Quantum Computer

The "arrow of time" went backward inside this tiny quantum computer.

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15:09 TechnologyReview.comA new face recognition privacy bill would give us more control over our data

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14:57 Phys.orgArtificial intelligence learns to predict elementary particle signals

Scientists from the Higher School of Economics and Yandex have developed a method that accelerates the simulation of processes at the Large Hadron Collider (LHC). The research findings were published in Nuclear Instruments and Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment.

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08:16 Nanowerk.comDesign and validation of world-class multilayered thermal emitter using machine learning

Selection of an optimum structure from approximately eight billion candidates may make society more energy efficient.

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00:09 ScienceDaily.comMachine learning sheds light on the biology of toxin exposure

Scientists have developed a machine learning approach using high-quality, large-scale animal model data that sheds new light on the biology of the liver and kidneys after toxin exposure.

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14.03.2019
20:32 Phys.orgMachine learning sheds light on the biology of toxin exposure

Exposure to potentially harmful chemicals is a reality of life. Our ancestors, faced with naturally occurring toxins, evolved mechanisms to detoxify and expel damaging substances. In the modern world, our bodies regularly process chemicals, from medicines and food additives to agricultural and industrial chemicals, to protect our tissues from harm.

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18:21 Phys.orgResearchers put machine learning on path to quantum advantage

There are high hopes that quantum computing's tremendous processing power will someday unleash exponential advances in artificial intelligence. AI systems thrive when the machine learning algorithms used to train them are given massive amounts of data to ingest, classify and analyze. The more precisely that data can be classified according to specific characteristics, or features, the better the AI will perform. Quantum computers are expected to play a crucial role in machine learning, including the crucial aspect of accessing more computationally complex feature spaces – the fine-grain aspects of data that could lead to new insights.

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17:33 Technology.orgNew Analysis Shows China is Poised to Soon Overtake the US in Artificial Intelligence

According to a new analysis published on Wednesday, 13 March 2019, by the Allen Institute of Artificial Intelligence,

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17:04 ScienceDaily.comResearchers reverse the flow of time on IBM's quantum computer

Researchers have managed to return a computer briefly to the past. The results suggest new paths for exploring the backward flow of time in quantum systems. They also open new possibilities for quantum computer program testing and error correction.

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14:56 TechnologyReview.comNo, IBM didn’t just “reverse time” with a quantum computer

Amazing headlines about time machines are a long way off the mark, sadly.

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09:05 Technology.orgResearchers reverse the flow of time on IBM’s quantum computer

Quantum simulation gives a sneak peek into the possibilities of time reversal. We all mark days with clocks

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13.03.2019
21:38 ScienceDaily.comMachine learning tracks moving cells

Scientists can now study the migration of label-free cells at unprecedented resolution, a feat with applications across biology, disease research, and drug development.

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21:26 NewScientist.ComAI-powered smartphone cameras are changing the way we see reality

Smartphone cameras now use artificial intelligence to completely transform the pictures we take, and it could change the way we see reality

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21:26 NewScientist.ComIBM made a quantum algorithm that could make AI more powerful

Artificial intelligence can automatically sort out data, but it struggles for some particularly complex datasets – a quantum algorithm could do better

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21:15 Nature.ComMachine learning in quantum spaces

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21:08 TechnologyReview.comQuantum computing should supercharge this machine-learning technique

Certain machine-learning tasks could be revolutionized by more powerful quantum computers.

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20:39 ScienceDaily.comArtificial intelligence cuts lung cancer screening false positives

Right now, 96 percent of people who screen positive for lung cancer don't actually have a malignant growth. Machine learning can rule out cancer in a third of them, saving time, money and anxiety.

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18:23 TechnologyReview.comPeople’s online photos are being used without consent to train face recognition AI

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17:01 Phys.orgMachine learning tracks moving cells

Both developing babies and elderly adults share a common characteristic: the many cells making up their bodies are always on the move. As we humans commute to work, cells migrate through the body to get their jobs done. Biologists have long struggled to quantify the movement and changing morphology of cells through time, but now, scientists at the Okinawa Institute of Science and Technology Graduate University (OIST) have devised an elegant tool to do just that.

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17:01 TechnologyReview.comChina may overtake the US with the best AI research in just two years

The number of influential AI research papers coming from China is increasing rapidly, a data analysis shows.

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16:26 Phys.orgActivist shareholders push Amazon on everything from facial recognition to climate change

Amazon is now the No. 1 target of activist shareholders.

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15:45 NewScientist.ComWorld-class Go-playing AI has learned to do really hard colouring-in

An AI based on DeepMind's AlphaGo Zero AI has learned to solve graph colouring problems, which have many applications including allocating aeroplanes to flight routes

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15:26 Phys.orgCareful how you treat today's AI: It might take revenge in the future

Artificial intelligence (AI) systems are becoming more like us. You can ask Google Home to switch off your bedroom lights, much as you might ask your human partner.

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14:39 Phys.orgPhysicists reverse time using quantum computer

Researchers from the Moscow Institute of Physics and Technology teamed up with colleagues from the U.S. and Switzerland and returned the state of a quantum computer a fraction of a second into the past. They also calculated the probability that an electron in empty interstellar space will spontaneously travel back into its recent past. The study is published in Scientific Reports.

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14:39 Phys.orgCan artificial intelligence solve the mysteries of quantum physics?

Under the direction of Mobileye founder Amnon Shashua, a research group at Hebrew University of Jerusalem's School of Engineering and Computer Science has proven that artificial intelligence (AI) can help us understand the world on an infinitesimally small scale called quantum physics phenomena.

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14:39 TechnologyReview.comThe man who helped invent virtual assistants thinks they’re doomed without a new AI approach

Boris Katz has spent his career trying to help machines master language. He believes that current AI techniques aren’t enough to make Siri or Alexa truly smart.

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13:03 Technology.orgArtificial Intelligence Cuts Lung Cancer False Positives

Lung cancer is the leading cause of cancer deaths worldwide. Screening is key for early detection and increased

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01:25 ScienceNewsDaily.orgAlphabet's Tune browser extension uses AI to filter out toxic comments

Trolls beware: Alphabet offshoot Jigsaw is rolling out a new AI for Chrome that will filter out toxic comments.

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12.03.2019
22:38 TechnologyReview.comAn AI for generating fake news could also help detect it

Sometimes it takes a bot to know one.

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21:45 ScienceNews.orgNine companies are steering the future of artificial intelligence

In ‘The Big Nine,’ futurist Amy Webb explores the political and economic factors that are shaping artificial intelligence.

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21:29 Phys.orgMachine-learning model provides detailed insight on proteins

A novel machine-learning 'toolbox' that can read and analyse the sequences of proteins has been described today in the open-access journal eLife.

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21:12 ScienceDaily.comMachine-learning model provides detailed insight on proteins

A novel machine-learning 'toolbox' that can read and analyze the sequences of proteins has been described today.

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20:49 ScienceDaily.comCan artificial intelligence solve the mysteries of quantum physics?

A new study has demonstrated mathematically that algorithms based on deep neural networks can be applied to better understand the world of quantum physics, as well.

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18:05 ScienceDaily.comHow intelligent is artificial intelligence?

Scientists are putting AI systems to a test. Researchers have developed a method to provided a glimpse into the diverse 'intelligence' spectrum observed in current AI systems, specifically analyzing these AI systems with a novel technology that allows automatized analysis and quantification.

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16:59 Phys.orgUsing machine learning to improve subseasonal climate forecasting

Judah Cohen, director of seasonal forecasting at AER (Atmospheric and Environmental Research) and visiting scientist in MIT's Department of Civil and Environmental Engineering, and Ernest Fraenkel, professor of biological engineering at MIT, have won first place in three out of four temperature forecasting categories in the Sub-Seasonal Climate Forecast Rodeo competition, hosted by the National Oceanic and Atmospheric Administration and sponsored by the U.S. Bureau of Reclamation.

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11.03.2019
23:02 Yahoo SciencePuerto Rico looks to rebuild with AI, internet of things

BAYAMON, Puerto Rico (AP) — Puerto Rico's governor said Monday that he hopes a new technology center can help the U.S. territory incorporate artificial intelligence and internet -connected devices as it rebuilds from Hurricane Maria.

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21:50 ScienceNewsDaily.orgPalmer Luckey’s firm has won a contract to make VR, AI, and drones for the Pentagon

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21:02 TechnologyReview.comPalmer Luckey’s firm has won a contract to make VR, AI and drones for the Pentagon

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19:07 QuantaMagazine.orgHow Artificial Intelligence Is Changing Science

The latest AI algorithms are probing the evolution of galaxies, calculating quantum wave functions, discovering new chemical compounds and more. Is there anything that scientists do that can’t be automated?

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19:03 Phys.orgOpening the path to scaling silicon quantum computers

Research collaboration between UNSW and the University of Sydney has overcome a fundamental hurdle to building quantum computers in silicon, opening the way to further develop the machines at scale.

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13:02 TechnologyReview.comA little-known AI method can train on your health data without threatening your privacy

Machine learning has great potential to transform disease diagnosis and detection, but it’s been held back by patients’ reluctance to give up access to sensitive information.

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10:57 ScienceNewsDaily.orgPalmer Luckey's firm wins Pentagon drone AI contract

Google may have backed out of the US military's Project Maven, but that doesn't mean other tech companies are unwilling to participate. The Intercept has learned that Oculus ...

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08.03.2019
22:17 Futurity.orgWe need context to recognize emotions on faces

"...emotion recognition is, at its heart, an issue of context as much as it is about faces."

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14:28 Technology.orgResearchers Use Machine Learning To More Quickly Analyze Key Capacitor Materials

Capacitors, given their high energy output and recharging speed, could play a major role in powering the machines

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13:01 TechnologyReview.comThe out-there AI ideas designed to keep the US ahead of China

China is developing artificial intelligence on an unparalleled scale, but the US aims to beat it by inventing the next big ideas.

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07.03.2019
19:02 Nature.ComHow AI and satellites could help predict volcanic eruptions

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18:32 Phys.orgArtificial intelligence must know when to ask for human help

Artificial intelligence systems are powerful tools for businesses and governments to process data and respond to changing situations, whether on the stock market or on a battlefield. But there are still some things AI isn't ready for.

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18:16 SingularityHub.ComOpenAI’s Eerily Realistic New Text Generator Writes Like a Human

Trying to understand how new technologies will shape our lives is an exercise in managing hype. When technologists say their new invention has the potential to change the world, you’d hardly expect them to say anything else. But when they say they’re so concerned about its potential to change the world that they won’t release […]

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18:09 TechnologyReview.comDeepMind is asking how Google helped turn the internet into an echo chamber

Researchers found that the more accurately a recommendation engine pegs your interests, the faster it traps you in an information bubble.

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17:47 Phys.orgData-driven modeling and AI-based image processing to improve production

At Hannover Messe 2019, Fraunhofer FIT will present data-driven modeling supporting production planning and optimizing resource utilization. The models help to understand and optimize complex processes, and can be used as predictive tools. In addition, we demo a system that uses AI-based image processing to monitor and evaluate, in real time, the situation and behavior of people, e.g. in a production setting. The system may be used, for instance, to automatically raise the alarm if a person is sitting or lying on the floor, indicating a dangerous situation. Meet us in hall 2, booth C22.

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15:51 Gizmag BeagleBone AI puts devs in the machine learning fast lane


Revealed at the Embedded World expo in Nuremberg, Germany, last week, the BeagleBone AI has been developed to fill the gap between small single board computers and bigger, more powerful industrial computers.
.. Continue Reading BeagleBone AI puts devs in the machine learning fast lane Category: Computers Tags: Artificial Intelligence Computers Mini-PC

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06.03.2019
23:46 ScienceDaily.comAI study of risk factors in type 1 diabetes

In combination with conventional statistical methods, artificial intelligence (AI) has now been used in a study of risk factors in type 1 diabetes. The objective was to identify the most important indicators of elevated risk for cardiovascular disease and death.

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22:03 Photonics.comNew Approach to Measuring Large-Scale Photonic Correlation at Single-Photon Level Could Enable Photon-Based Quantum Computing

One challenge to making photon-based quantum computing practical is finding a way to manipulate and measure the thousands of qubits that are needed to process extremely large data sets. A multi-institutional research team has now demonstrated a way to map and measure large-scale photonic quantum correlation with single-photon sensitivity. In addition to the new measurement technique, which is called correlation on spatially mapped photon-level image (COSPLI), the researchers also developed a way to detect signals from single photons and their correlations in tens of millions of images. When qubits are photons, their number can be increased by increasing the number of modes encoded in the photonic degrees of freedom,that is, the polarization, frequency, time, and location measured for each photon. This increases the number of qubits without the need to use more photons,

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21:52 Photonics.comDeep Reinforcement Learning Improves Automatic Routing Performance in Optical Transport Networks

Researchers from Universitat Politècnica de Catalunya and Huawei have retooled an AI technique to make optical transport networks (OTNs) run more efficiently. OTNs could be used to package data in the fiber optic cables used for transmitting data over long distances, and improving OTN performance would make this transmission more efficient. OTNs require rules to make the split-second decisions required to manage large amounts of traffic. In a new approach to writing these rules, the researchers combined two machine learning techniques: reinforcement learning and deep learning. In reinforcement learning, a virtual “agent” learns through trial and error to optimize how resources are managed. Deep learning supports the reinforcement-based approach by using neural networks to draw more abstract conclusions from each round of trial and error. So far, the most advanced deep

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19:19 Technology.orgFrom Hype to Reality – Powering the AI-Driven Future of Insurance at Insurance AI and Analytics USA

With 2018 witnessing unprecedented advances in the investment and deployment of artificial intelligence within the insurance industry, Insurance

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