Saturday, 24 November 2018

601 Collage - God is Dead

Photo(Charlotte) 

Collage allows me to get ideas out quickly. Unlike my drawing process which can take much longer. Collage is definitely the best way to get ideas down. I should of done this sooner but at least I'm getting some practical work done now and feel much more positive about the project.

 'I am your master' Frankenstein

 'God is Dead' Philosopher, Nietzsche
 I probably wouldn't get enough done as I'm still a perfectionist when I use drawing and digital paint process is time consuming . It's got good feedback but I feel the collages will allow for more creativity and I can make more of them. I think the Metropolis piece is a bit gimmicky and doesn't say anything new. I really like the idea of floating people over computer servers though which I will definitely use again. More abstract pieces might be the way forward so the feedback is good but collages are probably more practical and efficient.  
Metropolis tribute

Thursday, 15 November 2018

601 - COP Reading & Research

A New AI Can Write Music as Well as a Human Composer
https://futurism.com/a-new-ai-can-write-music-as-well-as-a-human-composer
AI experiments with google
https://deepmind.com/
https://ai.google/


"I would actually be very pessimistic about the world if something like AI wasn't coming down the road," he said.
"The reason I say that is that if you look at the challenges that confront society: climate change, sustainability, mass inequality — which is getting worse — diseases, and healthcare, we're not making progress anywhere near fast enough in any of these areas.
"Either we need an exponential improvement in human behavior — less selfishness, less short-termism, more collaboration, more generosity — or we need an exponential improvement in technology.
"If you look at current geopolitics, I don't think we're going to be getting an exponential improvement in human behavior any time soon.
"That's why we need a quantum leap in technology like AI."
https://www.theguardian.com/technology/2018/aug/13/new-artificial-intelligence-tool-can-detect-eye-problems-as-well-as-experts Artificial intelligence tool 'as good as experts' at detecting eye problems DeepMind
https://www.porttechnology.org/news/googles_ai_becomes_worlds_best_chess_player  DeepMind, Google’s artificial intelligence programme, has not only surpassed the limits of human ability in chess, but it has done so in only four hours, according to The Week.
https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf Human-level control through deep reinforcement learning

https://www.theguardian.com/technology/2016/feb/16/demis-hassabis-artificial-intelligence-deepmind-alphago With his company DeepMind, Londoner Demis Hassabis is leading Google’s project to build software more powerful than the human brain. But what will this mean for the future of humankind?
https://www.theguardian.com/technology/2018/may/09/googles-ai-program-deepmind-learns-human-navigation-skills The scientists hoped that with training the AI program might develop its own grid cell-like activity, and that is precisely what they found. A quarter of the artificial neurons in one layer of the deep neural network had begun firing like biological grid cells. In other words, the AI hit on the same strategy to map out the world as the human brain did long ago. “We were surprised how well it worked,” said Caswell. “The degree of similarity is absolutely striking.”
Grid cells are fundamental for navigation in humans and other mammals. They behave as if an invisible mesh of hexagons has been laid over the land, firing rapidly when an animal crosses from one hexagon to the next. Inreality, some hexagons are big, others are small, and many overlap. Neuroscientists suspect that this imaginary mesh helps all mammals work out where they are and calculate the shortest path to their goal.

Deep Learning - With massive amounts of computational power, machines can now recognize objects and translate speech in real time. Artificial intelligence is finally getting smart.


YOUTUBE

Elon Musk on Google's DeepMind | ARTIFICIAL INTELLIGENCE (AI)!!

Google Duplex Demo from Google IO 2018

AlphaGo OST1 music

AlphaGo OST2


NHS kidney



Science fiction has long anticipated the rise of machine intelligence. Today, a new generation of self-learning computers is reshaping every aspect of our lives. Will A.I. usher in an age of unprecedented potential, or prove to be our final invention?

https://www.newyorker.com/magazine/2018/05/14/how-frightened-should-we-be-of-ai

https://www.nytimes.com/2018/02/12/technology/china-trump-artificial-intelligence.html?action=click&module=RelatedCoverage&pgtype=Article&region=Footer As China Marches Forward on A.I., the White House Is Silent By 2013, China was already producing more research papers than the United States in the area of “deep learning,” the main technology driving the rise of A.I., according to the Obama reports.
The Trump administration’s budget for 2018 aims to cut science and technology research funding across the government by 15 percent, according to a report from the American Association for the Advancement of Science. “They are headed in precisely the wrong direction,” said Thomas Kalil, who led O.S.T.P’s Technology and Innovation Division under President Obama. “That is particularly concerning given that China has identified this as a strategic priority.”
DeepMind: inside Google's super-brain
In Two Moves, AlphaGo and Lee Sedol Redefined the Future
https://www.wired.co.uk/article/lisa-randall-theoretical-physicist-filter-bubbles-interview
https://www.wired.co.uk/article/how-china-became-tech-superpower-took-over-the-west
https://www.wired.com/story/artificial-intelligence-researchers-gender-imbalance/
https://hackernoon.com/frontier-ai-how-far-are-we-from-artificial-general-intelligence-really-5b13b1ebcd4e AI is getting vastly more powerful, and will get even more so as it runs on ever more powerful computers, which raises legitimate concerns about what would happen if its power was left in the wrong hands (whether human or artificial)


The panel points out that public has turned “strongly against the tech giants” in light of the scandal involving Facebook and Cambridge Analytica.
It adds: “Against this background it is hardly surprising that the public should question the motivations of a company so closely linked to Google as Deepmind Health.”
Therefore, the report adds, it is “important for the public to have reassurance about Deepmind Health’s business model” with a focus on how patient data is used and how the company makes its money.


https://www.bbc.co.uk/programmes/b0916ghq Secrets of Silicon Valley


MIT Technology Review


https://www.youtube.com/watch?v=8nt3edWLgIg Can we build AI without losing control over it? | Sam Harris

https://www.bbc.co.uk/radio/play/b0bjppgn BBC Radio 4 - The New Age of Capitalism. Could artificial intelligence reinvent capitalism?

Women in AI

Research from MIT, evaluated commercial facial recognition software, to see if it could correctly identify gender based on 1,200 photographs. It found that it was correct for 99.2% of the time for light skin males, but women with darker-skin tone were only correctly classified as female 65.3% of the time.

Racial bias in algorithms
How I'm fighting bias in algorithms | Joy Buolamwini


601 - further reading - Google scholar

Slaughterbots https://autonomousweapons.org/ (Stuart Jonathan Russell is a computer scientist known for his contributions to artificial intelligence. He is a Professor of Computer Science at the University of California, Berkeley and Adjunct Professor of Neurological Surgery at the University of California, San Francisco.)





Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification∗ Joy Buolamwini


Psychlab: APsychologyLaboratoryforDeep ReinforcementLearningAgents


https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf Human-level control through deep reinforcement learning

Deep Learning

By Ian Goodfellow, Yoshua Bengio, Aaron Courville


BEYOND MAD?: THE RACE FOR ARTIFICIAL GENERAL INTELLIGENCE
Abstract – Artificial intelligence research is a source of great technological advancement as well as ethical concern, as applied AI invades diverse aspects of human life. Yet true artificial general intelligence remains out of reach. Based on the history of deeply transformative technologies developed by multiple actors on the global stage and their consequences for global stability, we consider the possibility of artificial general intelligence arms races and propose solutions aimed at managing the development of such an intelligence without increasing the risks to global stability and humanity.

Dehumanization of Warfare: Legal Implications of New Weapon Technologies