Media innovation does not happen in a silo. It happens in concert with emerging technology, advances in science, changes in the cultural sector, and thought leadership from many other fields of knowledge. Therefore, it is important to understand the suite of new technologies and innovations that are changing the human communication architecture and our social systems. What are the media-related emerging technologies? How will they be used in society, industry and commerce?

Yes, there's a lot to love about Alexa. The list of her skills grows daily. But one thing she can't do? Now, that might be by design, as some people would it find it creepy -- or just plain irritating --- to have Alexa start talking while they're in the middle of a phone call or TV show. Yet if your voice assistant, be it Amazon Alexa or Google Home, could start talking of its own volition, it would actually be very useful.

Police in China have introduced mobile facial-recognition units that can be mounted right on officers' glasses.

While an estimate of the actual energy consumption reduction for SNN mode of operation is outside the scope of this current work, we provide an intuitive insight by providing the number of computations per synaptic operation being performed in the ANN versus the SNN ... The energy consumption reduction for our SNN implementation is expected to be 16.2 for the VGG network and 13.3 for the ResNet in comparison to the original ANN implementation

This is an interesting expository piece, and it seems to me that there are a lot of fundamental barriers that need to be addressed before RL can be successfully applied to trading, the most fundamental one appears to me to be the large number of competing agents in the environment. We're still some ways off success in multiplayer environments with a relatively small number of players and if we succeed there's no guarantee that the strategies may generalize to an environment with orders of magnitude more players operating across a spectrum of timescales. Given the size of the state space, the most likely path for (short-term) success could be a number of RL models each specialized to particular market conditions to be invoked by a human operator. AFAIK (happy to be corrected on this), the big prop shops eschew deep learning in favor of simple logistic-like models on FPGAs because of a) speed, b) (more fundamentally) the fact that the former tend to badly overfit to historical data (IIRC stock prices are martingale-ish? If someone with more experience can chime in, that would be great).

Algerian student Fouzia Adjailia is the first Arab Muslim woman to ever enter the world of robotics, according to Al Arabiya. The young designer has built a robot that can listen, talk, walk and even dance. "Gardenia the robot has the ability to recognize individual persons' voices, speak like a real person, conversate with humans and dance to music - after putting it on by itself - all without the need for a remote control," Fouzia said. Fouzia has managed to grab media attention after building the robot in just under four months. "Building the robot was my university graduation project," explained Fawzieh, who will be graduating with a Master's degree in Wireless Application Protocol and Artificial Intelligence.

The Agung volcano erupts, spewing magma and ash thousands of feet into the air on the island of Bali in Indonesia in November 2017.Josh Edelson/ZUMA This story was originally published by Grist and appears here as part of the Climate Desk collaboration. A trope of sci-fi movies these days, from Snowpiercer to Geostorm, is that our failure to tackle climate change will eventually force us to deploy an arsenal of unproven technologies to save the planet. Think sun-deflecting space mirrors or chemically altered clouds. And because these are sci-fi movies, it's assumed that these grand experiments in geoengineering will go horribly wrong. The fiction, new evidence suggests, may be much closer to reality than we thought.

"We use artificial intelligence to scan the messages your child sends and receives. We alert parents to signs of bullying, sexting, online predators, adult content, depression, suicidal thoughts," explains Ciambriello, noting that alerts are sent to moms and dads via email or text if the system senses a …

Neural networks are amazing, artificially intelligent systems that can be used for some amazing things. They can also be used for some amazingly silly things, which is a more fun use of the technology.

Recently I had my first job interview for a machine learning position. It didn't go well and I was rejected thirty minutes after the interview took place. I talked about some of my projects and how I improved them and issues I faces. But some of the issue didn't seem to be relevant to machine learning for ads. For example, I was detecting lane lines and choosing a good color space for the transform that would detect the lanes under low light, bright light, etc.