Articles about deep learning

machine arm attempts to crush questionmark

Mything the point: The AI renaissance is simply expensive hardware and PR thrown at an old idea

Comment For the last few years the media has been awash with hyperbole about artificial intelligence (AI) and machine learning technologies. It could be said that never, in the field of computer science, have so many ridiculous things been said by so many people in possession of so little relevant expertise. For anyone engaged in …
Andrew Fentem, 6 Nov 2018
AI boss and human slaves

UK.gov should spend more on AI, bleat VCs and consultants. Oh? Why's that then?

Comment Unlike some of the people who invented it, the All Party Parliamentary Group on AI has "no doubts" that artificial intelligence will bring "tangible and practical deliverables" to the UK – if only the right sort of people use it. Caution about expecting too much from today's AI has been urged by neuroscientist Gary Marcus (PDF …
Andrew Orlowski, 24 Oct 2018
robot_fight

AI's next battlefield is literally the battlefield: In 20 years, bots will fight our wars – Army boffin

The notion of deploying armed human soldiers on the ground to fight wars will disappear over time, according to one of America's top military scientists. “We have to get used to the radical idea that we, human beings, will be just one species of intelligent beings,” Alexander Kott, chief of the Network Science Division of the …
Katyanna Quach, 12 Oct 2018
man_computer_thumbs_up

Building your own PC for AI is 10x cheaper than renting out GPUs on cloud, apparently

So, you’ve hunkered down and finally completed that online course on machine learning. It took weeks. Now, you have all sorts of ideas running through your mind on developing your own intelligent code and neural networks. You assume you'll have to fork out a considerable wedge for a decent GPU-powered number-crunching rig, …
Katyanna Quach, 26 Sep 2018
DARPA Robot Arm

Get a grip, literally: Clumsy robots can't nab humans' jobs just yet

Artificially intelligent software can drive robots to perform the most menial tasks, such as reaching out and gripping objects. However, there's one thing they can't, er, grasp easily. And that's dealing with things that move unexpectedly, which right now rules them out of a lot of real-world labor. However, it does make them …
Katyanna Quach, 26 Jun 2018
robot

Programmers! Close the StackOverflow tabs. This AI robot will write your source code for you

Code boffins at Rice University in Texas have developed a system called Bayou to partially automate the writing of Java code with the help of deep-learning algorithms and training data sampled from GitHub. Much of modern programming is already automated in one way or another. Anyone including a code library or copying-and- …
Thomas Claburn, 26 Apr 2018
NGC 3972 (pic: NASA, ESA, A. Riess (STScI/JHU))

Astroboffins build AI to chase galactic blue nuggets in space

AI systems can be trained to help astronomers identify if galaxies are still active in producing new stars, according to a new study published in The Astrophysical Journal. A team of researchers have built a convolutional neural network to identify galaxies at various evolutionary stages. Galaxies are mostly massive blobs of …
Katyanna Quach, 24 Apr 2018
AI boss and human slaves

Boffins try to grok dogs using AI, a cyber-brain charter, a bot running for mayor, and more

Roundup Here are a few bits and pieces from this week's news in AI. Researchers have collected a dataset to analyze dog behaviour using neural networks, the first AI-assisted medical device for diagnosing diabetic retinopathy has been approved by the FDA, and, finally, an AI is running for mayor in Japan. Who’s a good doggo? A team of …
Katyanna Quach, 14 Apr 2018
AWS DeepLens camera

AWS baits cloud hooks with DeepLens machine learning camera

At the AWS Summit in San Francisco on Wednesday Amazon Web Services invited a handful of tech typers to see a demonstration of AWS DeepLens, its forthcoming camera tuned for deep learning tasks. Announced late last year and given away in limited quantities to select developers, the image capturing kit is intended as an AI …
hail_storm

Storm brewing? Weather buff uses deep learning to predict patterns

Meteorologists are starting to experiment with deep learning tech to predict severe weather patterns. David Gagne, a postdoctoral researcher at the US National Center for Atmospheric Research (NCAR), developed a simple convolutional neural network model to forecast the chances of hailstorms. In the last decade, severe storms …
Katyanna Quach, 29 Mar 2018
Uber self-driving car

Uber's disturbing fatal self-driving car crash, a new common sense challenge for AI, and Facebook's evil algorithms

Roundup It’s been a grim week for AI. The deadly Uber crash and fallout from the scandal between Facebook and Cambridge Analytica are a reminder of the ways algorithms can fail, and how they can be used against us. Fatal Uber self-driving car vid - The video footage capturing the last moments just before one of Uber’s self-driving car …
Katyanna Quach, 24 Mar 2018
perplexed woman on phone

Fun fact of the day: Voice recognition tech is naturally sexist

Voice recognition systems are sexist: they struggle to deal with female voices compared to male ones. It's a headache that has been lingering for a while in the machine-learning world. The issue was brought back into the spotlight again by Delip Rao, CEO and co-founder of R7 Speech Sciences, a startup using AI to understand …
Katyanna Quach, 14 Mar 2018

Boffins: If AI eggheads could go ahead and try to stop their code being evil, that'd be great

AI experts have emitted a lengthy report spitballing how intelligent software may be turned against us humans in the near future. Their aim is to put in motion safeguards and policies to crackdown on malevolent uses of machine-learning technology, rather than whip up panic, and to make scientists and engineers understand the …
Katyanna Quach, 21 Feb 2018

Ayyy-EYE! Google code 'predicts heart disease' by eyeballing retinas

AI researchers at Google have developed algorithms that can assess the risk of heart attacks by analyzing retinal scans. By looking for common patterns in images of retinal scans and matching them up with the data in the patients’ medical records, one algorithm could determine if someone was a smoker or non-smoker to an …
Katyanna Quach, 21 Feb 2018
Woman starting to undress

FYI: There's now an AI app that generates convincing fake smut vids using celebs' faces

The faces of celebrities, politicians, children, or pretty much anyone, can be pasted over faces of porn stars in X-rated movies using freely available machine-learning software. The resulting flicks look convincing, and effectively allow miscreants to place people – from the rich and famous to the powerful to ex-partners – …
Katyanna Quach, 25 Jan 2018

Facebook open-sources object detection work: Watch out, Google CAPTCHA

RoTM Facebook has brought us one step closer to a Skynet future made a commitment to computer vision boffinry by open-sourcing its codebase for object detection, Detectron. Written in Python and powered by the Caffe2 deep learning framework, the codebase – which implements object-sniffing algos such as Mask R-CNN and RetinaNet – is …
Jude Karabus, 23 Jan 2018
AI boss and human slaves

Skynet it ain't: Deep learning will not evolve into true AI, says boffin

Deep learning and neural networks may have benefited from the huge quantities of data and computing power, but they won't take us all the way to artificial general intelligence, according to a recent academic assessment. Gary Marcus, ex-director of Uber's AI labs and a psychology professor at the University of New York, argues …
Broken glass girl image via Shutterstock

You too can fool AI facial recognition systems by wearing glasses

A group of researchers have inserted a backdoor into a facial-recognition AI system by injecting "poisoning samples" into the training set. This particular method doesn’t require adversaries to have complete knowledge of the deep-learning model, a more realistic scenario. Instead, the attacker just has to slip in a small …
Katyanna Quach, 20 Dec 2017

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