Showing posts with label Deepmind. Show all posts
Showing posts with label Deepmind. Show all posts

To some it’s scary and to others it’s exciting, but the scientific consensus is that artificial intelligence will have a drastic impact on humanity, probably within our lifetimes.
What exactly that will look like is a debated range of sci-fi scenarios. Stephen Hawking made waves when he claimed that the development of AI could end the human race. While real-life Tony Stark Elon Musk and Microsoft’s Bill Gates chimed in with concerns of their own, other experts believe the threat of artificial intelligence has been exaggerated. What everyone can agree on is that developing intelligence is something we should be very, very careful with.
When Google purchased DeepMind to the tune £400 million, the London-based AI startup had some pretty firm ground-rules regarding the two companies’ relationship. Demis Hassabis, theDeepMind CEO, said that a condition to their acquisition by Google was for Google to form an internal ethics committee. DeepMind also refuses to allow any of their technology to be used for weapons or military interests.
Hassabis has announced that he and many of the top minds currently working with AI research will be meeting in New York in early 2016 to discuss and debate ethical issues surrounding their work. Although no official list of participants has been released, big players such as Apple and Facebook will almost certainly have representatives present.

Since purchasing the AI company, Google has been using DeepMind’s technology in a wide array of implementations. Artificial intelligence has improved Google’s image recognition technology and is also helping services like Google Now anticipate user’s needs more accurately. Talks like the one expected to occur in New York will likely serve to create ethical frameworks that will guide the development of this and other technologies?

Given that we live in a world dominated by capitalistic desires, can humanity entrust the synthesis of such a pivotal base – the AI ethical framework, in the hands of Google, Facebook and Apple? Do these companies not have a vested business (profitable) interest in AI that may bias their respective inputs towards individual gain over that of humanity?

It maybe is time for humanity to be more involved in what will define the next evolutionary cycle. After all its seems that our position in the food chain is under threat!

Have you ever wondered how to world looks through the eyes of a party raver having a Psychedelic experience? Well Google may have just made this ‘legally’ possible (and yes without one having to take any illegal substance) through one of their new platforms.

A few months ago, Google had announced that they now possess the technology to gaze inside the mind of an artificial intelligence program. Having invested heavily in machine learning technology - Google is one of the world’s biggest backers of artificial intelligence development. Googles recent acquisition of a British company ‘DeepMind’ is a testament of Googles vigor to unlock the potential of Artificial intelligence and it is through the Deep dream platform that one can perceive what a machine ‘Sees’ or ‘Dreams’

Google Image

The network uses 10-30 staked layers of artificial neurons with each layer adding incrementally to the results of its predecessor in order to obtain the final answer as produced by the last layer.  On the lines of image recognition, the network seems to set a new benchmark by returning results better than anything before and as a by-product, it can also “dream.” These artificial dreams output some captivating images to say the least, going from virtually white noise to something that looks out of a surrealist painting or probably the vision of our raver above having a psychedelic trip - and you thought Machines can’t be creative!

To access image patterns of how Google’s neural network “sees” or “dreams” to go through this post 

The above seems really creative and is all well however the million dollar question remains – how dependable is Artificial Intelligence? Where do humans draw a line in the sand regarding machine driven vs human driven output. A stark reminder of the current AI technological limitations were made evident to Google the hard way. Google Photos employs advanced artificial neural networks to analyse gazillion images, interpret them and return the right one that a user has queried using the google search engine. The app uses face and object recognition software to automatically tag and sort photos however in a recent instance had mistakenly tagged pictures of a black couple as ‘Gorillas’. Google had to issue an apology after Jacky Alcine, the man in the picture, was outraged to see the racially charged term appear in the app. Alcine also tweeted a screenshot showing every image of his friend was being tagged, and suggested the reference images Google had collected did not have black people in mind.



The above incident confirms one of our worst fears that artificial intelligence is racist, or so it seems. The supposedly dumb and stupid data-in and data-out machines, that strived to always catch up to us humans have acquired prejudice.