hi all, it was a very big week for AI news. google deepmind published a paper in Nature demonstrating world competitive level performance in the game of Go.[a] there were several articles and an excellent/ cool 7 minute video produced by the site. experts thought this could be ~5-10 years away. the google team was relatively small with only 15 employees. however, their combined salaries were surely not that low, could that figure probably easily approach over a million dollars annually? (we are talking about silicon valley rates here.)
google will be challenging the top world player in march for $1M, Lee Sedol. more edge-of-seat excitement!
so, this is a great excuse or milestone to write up my last batch of links. and boy is it a big pile. its only been ~½ yr since last writing on this subject.
and am going to take some big credit here. (along with wired) pointed myself to the game of Go as a ripe terra incognita for new algorithms and development. maybe a few people really do actually read this blog, eh? and this breakthru also cuts across many categories long covered on this blog.
another big cybersynchronicity, AI pioneer and near-gadfly Minsky died this week.[b]
also since the last post, Musk announced a billion dollar AI fund and they are also committed to an open source approach.[d]
google announced open sourcing its AI engine, TensorFlow.[l]
there are dramatic weekly, nearly daily advances in the field.[g] eg emotion recognition on faces etc.[i] vision algorithms are continuing to evolve rapidly and getting very sophisticated.[k]
a brilliant book by the brilliant Domingos on “the master algorithm” was released and made some media waves.[e] there actually have been a plethora of AI books at the bookstores within the last few years & am planning on reviewing about 5 of them soon. (the google Go breakthrough caught me in the middle of that.)
in other terrible news, the saltmine where my days are toiled away in (that shall remain nameless to protect the truly blameworthy) introduced a new filtering system this week, presumably outsourcing it to a 3rd party filtering vendor named bluecoat.
On-Premise Web Security | Blue Coat
after ~3½ years now of unimpeded aka unmolested access, it now newly blocks my blog and many other wordpress features/ sites. ARGH. it says its “has no known security rating”. just another day of working/ toiling/ slaving away for the (Big Corporate) Man. @#%&
- a. go
- b. minsky
- c. warning/ fears
- d. musk institute/ corp/ university initiatives etc
- e. domingos master algorithm
- f. deep learning
- g. advances
- h. chat/ speaking/ language
- i. emotion
- j. overview
- k. vision
- l. open source
- m. simulation/ brain
- n. future/ analysis
- o. interviews
- 1. A Google DeepMind Algorithm Uses Deep Learning and More to Master the Game of Go | MIT Technology Review
- 2. Google AI algorithm masters ancient game of Go : Nature News & Comment
- 3. Mastering the game of Go with deep neural networks and tree search : Nature : Nature Publishing Group
- 4. Digital intuition : Nature News & Comment
- 5. In a Huge Breakthrough, Google’s AI Beats a Top Player at the Game of Go | WIRED
- 6. Google Computers Defeat Human Players at 2,500-Year-Old Board Game – Bloomberg Business
- 7. AlphaGo computer beat Chinese professional Fan Hui in a Go tournament | Daily Mail Online
- 8. No Go: Facebook fails to spoil Google’s big AI day | Technology | The Guardian
- 9. The computer that mastered Go. Nature video on deepmind’s Alpha GO. : MachineLearning
- 10. Google and Facebook Race to Solve the Ancient Game of Go With AI | WIRED
- 11. Facebook Aims Its AI at the Game No Computer Can Crack | WIRED
- 12. Yann LeCun – Today, we posted on arXiv.org a new version…
- 1. Marvin Minsky, Pioneer in Artificial Intelligence, Dies at 88 – The New York Times
- 2. Marvin Minsky, the Man Who Built the First Artificial Brain, Dead at 88
- 3. Minsky The Theorist | Gödel’s Lost Letter and P=NP
- 4. Shtetl-Optimized » Blog Archive » Marvin Minsky
- 5. Marvin Minsky’s Marvelous Meat Machine/ Levy
- 6. 10 Marvin Minsky Quotes That Reflect What a Visionary He Was
- 1. Musk And Hawking Are Wrong – We Should Fear Facebook Building An Artificial Intelligence – Forbes
- 2. Will artificial intelligence overtake humans in the workplace? – CBS News
- 3. How To Plan Now For Tomorrow’s Robotic Workforce | Fast Company | Business + Innovation
- 4. Will Artificial Intelligence Surpass Our Own? – Scientific American
- 5. The Fascinating Truth About Why Artificial Intelligence Won’t Take Over the World | Alternet
- 6. Elon Musk Calling Artificial Intelligence a ‘Demon’ Could Actually Hurt Research | Motherboard
- 7. Elon Musk nominated for ‘luddite’ of the year prize over artificial intelligence fears | Technology | The Guardian
- 8. Obsessing Over AI Is the Wrong Way to Think About the Future | WIRED
- 9. The Doomsday Invention – The New Yorker
- 10. Ultra-intelligent robots could declare WAR on humanity by 2040 | Daily Mail Online
- 11. Some scientists fear superintelligent machines could pose a threat to humanity | The Washington Post
- 12. The dark side of the coming chatbot revolution | Computerworld
- 13. Should We Be Excited or Terrified About AI Politicians? – Pacific Standard
- 14. Robots are taking our white collar jobs, too – Quartz
- 15. Is Hello Barbie every parent’s worst nightmare?
- 16. AI Researcher Yoshua Bengio Says Machines Won’t Become Dangerously Smart Anytime Soon | MIT Technology Review
- 1. Elon Musk’s Billion-Dollar AI Plan Is About Far More Than Saving the World | WIRED
- 2. Elon Musk and research groups give millions to artificial intelligence – Fortune
- 3. Toyota to Spend $1 Billion on AI and Robotics Lab in Silicon Valley – NBC News
- 4. Alibaba Teams With Nvidia in $1 Billion Bet on Cloud Computing – Bloomberg Business
- 5. Nvidia Introduces AI for Self-Driving Cars, Partners With Volvo – Bloomberg Business
- 6. Elon Musk and Peter Thiel back billion dollar OpenAI research firm | Daily Mail Online
- 7. How Elon Musk and Y Combinator Plan to Stop Computers From Taking Over — Backchannel — Medium
- 8. Artificial-Intelligence Research Center Is Founded by Silicon Valley Investors – The New York Times
- 9. New ‘OpenAI’ Artificial Intelligence Group Formed By Elon Musk, Peter Thiel, And More | Popular Science
- 10. On the spirit of NIPS 2015 and OpenAI | I’m a bandit
- 11. OpenAI
- 12. Artificial Intelligence Ethics a New Focus at Cambridge University – Digits – WSJ
- 13. Elon Musk invested in artificial intelligence company Vicarious – Tech Insider
- 14. Curious AI Wants To Make The Singularity A Reality | TechCrunch
- 15. Google reports strong profit, says it’s ‘rethinking everything’ around machine learning | ITworld
- 16. Artificial intelligence: Can Watson save IBM? – FT.com
- 17. IBM’s Watson Now Powers AI For Under Armour, Softbank’s Pepper Robot And More | TechCrunch
- 1. The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World, by Pedro Domingos, Review
- 2. A Q & A with Pedro Domingos: Author of ‘The Master Algorithm’ | UW Today
- 3. Top researcher Pedro Domingos on leading his team to win the top AI prize | IT World Canada Blog
- 4. The race for the master algorithm has begun (Wired UK)
- 5. The Search for the God Algorithm – The Daily Beast
- 1. 26 Things I Learned in the Deep Learning Summer School – Marek Rei
- 2. Deep Learning Machine Teaches Itself Chess in 72 Hours, Plays at International Master Level | MIT Technology Review
- 3. How ‘deep learning’ works is still a mystery, Microsoft Research head said – FierceCIO
- 4. Deep learning / LeCun, Bengio, Hinton / Nature
- 5. Busting the Hype Behind Deep Neural Networks | Motherboard
- 6. The Science of Deep Learning | Yarin Gal – Blog | Cambridge Machine Learning Group
- 7. Emergent Chip Vastly Accelerates Deep Neural Networks
- 8. What a Deep Neural Network thinks about your #selfie
- 9. NeuSelfie science: Females who show hair but cut off foreheads do best | Daily Mail Online
- 10. How To Take The Perfect Selfie, According To Science
- 11. Enhancing images using Deep Convolutional Generative Adversarial Networks (DCGANs) | Mike Swarbrick Jones’s Blog
- 12. The Unreasonable Reputation of Neural Networks | [ thinking machines ]
- 13. Deep Belief Networks at Heart of NASA Image Classification
- 14. Researchers develop deep-learning method for computers to predict daily activities — ScienceDaily
- 15. Prominent AI Researcher Takes Critical Look at DeepMind | 33rd Square
- 16. Deep Learning in a Nutshell: Core Concepts
- 17. Inside Deep Dreams: How Google Made Its Computers Go Crazy — Backchannel — Medium
- 18. Deep Dreaming with Every Card I Write | bit-player
- 19. Dreamify :: Deep Dream Your Photos
- 20. BayLearn2015-Keynote1 – YouTube
- 1. Meet the Military-Funded AI that Learns as Fast as a Human – Defense One
- 2. Lie-detecting software uses real court case data — ScienceDaily
- 3. Football Coaches Are Turning to AI for Help Calling Plays | WIRED
- 4. Brian J Davis creates sketches of literary characters based on descriptions | Daily Mail Online
- 5. Artificial intelligence system solves sat geometry questions as well as average human test taker — ScienceDaily
- 6. AI system solves SAT geometry questions as well as average human test taker
- 7. Artificial Intelligence GeoS sits geometry SAT exam as well as the average child | Daily Mail Online
- 8. Artificial intelligence is making better drugs (Wired UK)
- 9. Computer Scientists Wield Artificial Intelligence to Battle Tax Evasion – The New York Times
- 10. Google Turning Its Lucrative Web Search Over to AI Machines – Bloomberg Business
- 11. Google unveils RankBrain AI to handle queries its never seen before | Daily Mail Online
- 12. Intel Is Building Artificial Smarts Right Into Its Chips | WIRED
- 13. Teaching machines to see: New smartphone-based system could accelerate development of driverless cars — ScienceDaily
- 14. Would You Let A Robot Manage Your Retirement Savings? : NPR
- 15. AI-enabled toys: Hello Barbie is now connected to Wifi – and can chat back | Tech | Lifestyle | The Independent
- 16. Facebook Breathes Some Common Sense into Artificial-Intelligence Systems | MIT Technology Review
- 17. Facebook reveals plans for artificial intelligence software that can run your life and ‘help you understand the world’ | Daily Mail Online
- 18. Inside Facebook’s MemNets And The Drive To Bring Advanced AI To Everyday Tasks
- 19. More-flexible machine learning: Giving machine-learning systems ‘partial credit’ during training improves image classification — ScienceDaily
- 20. Human-level concept learning through probabilistic program induction
- 1. As it happened: AI bots try to fool human judges – BBC News
- 2. Forget the Turing test – there are better ways of judging AI | New Scientist
- 3. Google tests new artificial-intelligence chatbot – Business Insider
- 4. Google Made a Chatbot That Debates the Meaning of Life | WIRED
- 5. Cheating on the Turing test – 8 Dirty tricks to make your chat robot appear more human
- 6. Artificial intelligence computer learns to speak like a child | Daily Mail Online
- 7. “Chatting” with Watson Sparks More Creativity in Humans | Neuroscience News
- 8. Researchers train Watson AI to ‘chat,’ spark more creativity in humans — ScienceDaily
- 9. Learning spoken language | MIT News
- 10. I Used an ‘Anti-Turing Test’ to Prove Facebook’s A.I. Has a Human Helper | Arik Sosman
- 11. What’s the Emotional Value of a Word?
- 12. A network of artificial neurons learns to use human language: A computer simulation of a cognitive model entirely made up of artificial neurons learns to communicate through dialogue starting from a state of tabula rasa — ScienceDaily
- 13. AI Researchers Teach a Search Engine to Read and Understand Academic Papers | MIT Technology Review
- 14. Meet the Robot Writing ‘Friends’ Sequels – The Daily Beast
- 15. End of the road for journalists? Tencent’s Robot reporter ‘Dreamwriter’ churns out perfect 1,000-word news story – in 60 seconds | South China Morning Post
- 1. Computationally Modeling Human Emotion | December 2014 | Communications of the ACM
- 2. How One Intelligent Machine Learned to Recognize Human Emotions | MIT Technology Review
- 3. Apple buys artificial intelligence firm that can read EMOTIONS | Daily Mail Online
- 4. U mad bro? Computers now know when you’re angry: The way you move a computer mouse reveals negative emotions — ScienceDaily
- 5. Apple Buys AI Startup That Reads Emotions in Faces | WIRED
- 1. From Games to Assembly Lines, Robots Learn Faster Than Ever | MIT Technology Review
- 2. Artificial Intelligence Finally Entered Our Everyday World | WIRED
- 3. The Year A.I. Took the Wheel – The Daily Beast
- 4. FLI – Future of Life Institute | The Top A.I. Breakthroughs of 2015
- 5. Intelligent Machines: AI art is taking on the experts – BBC News
- 6. How artificial intelligence is moving from the lab to your kid’s playroom – The Washington Post
- 1. Fujitsu Achieves 96.7% Recognition Rate for Handwritten Chinese Characters Using AI That Mimics the Human Brain
- 2. Machine learning could solve riddles of galaxy formation — ScienceDaily
- 3. Computers can perceive image curves like artists — ScienceDaily
- 4. New Neural Algorithm Can ‘Paint’ Photos In Style Of Any Artist From Van Gogh To Picasso | Bored Panda
- 5. Facebook’s AI Can Caption Photos for the Blind on Its Own | WIRED
- 6. Algorithm helps analyze neuron images — ScienceDaily
- 7. An algorithm was trained to spot and draw any symbol it is shown | Daily Mail Online
- 8. A Learning Advance in Artificial Intelligence Rivals Human Abilities – The New York Times
- 9. How Microsoft beat Google at understanding images with machine learning – Techradar India
- 10. Google offers computer ‘vision’ tech – Business Insider
- 11. Scientists teach machines to learn like humans — ScienceDaily
- 1. Microsoft Open Sources Its Artificial Brain to One-Up Google | WIRED
- 2. Google Just Open Sourced TensorFlow, Its Artificial Intelligence Engine | WIRED
- 3. How Google Aims To Dominate Artificial Intelligence | Popular Science
- 4. Facebook to open-source AI hardware design | Engineering Blog | Facebook Code | Facebook
- 5. Google Open-Sourcing TensorFlow Shows AI’s Future Is Data | WIRED
- 6. Google’s TensorFlow Alone Will Not Revolutionize AI | WIRED
- 7. TensorFlow, Google’s Open Source AI, Signals Big Changes in Hardware Too | WIRED
- 1. Complex living brain simulation replicates sensory rat behaviour | Science | The Guardian
- 2. Scientists build a digital piece of a rat’s brain — ScienceDaily
- 3. New mathematical method reveals structure in neural activity in the brain — Eberly College of Science
- 4. A Robot Uses Specific Simulated Brain Cells to Navigate | MIT Technology Review
- 5. Single Artificial Neuron Taught to Recognize Hundreds of Patterns | MIT Technology Review
- 6. Untangling the Wiring of the Neocortex | Neuroscience News
- 7. There’s A Geometric Structure Hidden Inside The Brains Of Rats – Forbes
- 8. Paul Allen’s quest to build an artificial brain is one of the hardest software-engineering endeavors ever attempted | The Washington Post
- 9. Will computers ever truly understand what we’re saying? Brain scans during communication game pinpoint areas where minds meet — ScienceDaily
- 10. Research Suggests Human Brain Is 30 Times As Powerful As The Best Supercomputers : FUTURE TECH : Tech Times
- 11. Can We Create An Artificial Brain?
- 12. 3-D map of the brain: Researchers develop software to better understand brain’s network of neurons — ScienceDaily
- 13. How the brain can handle so much data — ScienceDaily
- 14. Researchers demonstrate how the brain can handle so much data
- 15. Digitizing Neurons: Researchers step up to BigNeuron challenge with big computing resources — ScienceDaily
- 16. How Brain Architecture Leads to Abstract Thought | Office of News & Media Relations | UMass Amherst
- 17. Scientists make a ‘true’ neural network using brain-like chips
- 1. Kurzweil Responds: Don’t Underestimate the Singularity | MIT Technology Review
- 2. Human-machine superintelligence can solve the world’s most dire problems | EurekAlert! Science News
- 3. Human-machine superintelligence can solve the world’s most dire problems — ScienceDaily
- 4. Eric Schmidt: AI Progress Is Just Starting – InformationWeek
- 5. Why The Golden Age Of Machine Learning is Just Beginning
- 6. Stephen Hawking: There is no God and computers will overtake humans in the next 100 years – Yahoo News UK
- 7. Ray Kurzweil: In The 2030s, Nanobots In Our Brains Will Make Us ‘Godlike’
- 8. Artificial intelligence is the next major wave of computing, Android creator says – CNET
- 9. Computers Plus Crowds Could Tackle World’s Toughest Problems
- 10. When We Find Aliens, We Might Find Something Like the Borg
- 11. Intelligent machines: Making AI work in the real world – BBC News
- 12. BBC – iWonder – AI: 15 key moments in the story of artificial intelligence
- 13. AI is not new, so why suddenly does it matter? – BBC News
- 14. When artificial intelligence is everywhere, all the time | Computerworld
- 15. The New Normal of CS Education: AI – Part 1 – HackerRank Blog
- 16. Why Self-Driving Cars Must Be Programmed to Kill | MIT Technology Review
- 17. Why do we need friendly Artificial Intelligence? — Exosphere Stories — Medium
- 18. The Myth Of Autonomous Vehicles’ New Craze: Ethical Algorithms | TechCrunch
- 19. Teaching AI to Play Atari Will Help Robots Make Sense of Our World | WIRED
- 20. The one technology that’s causing Google to rethink “everything” – SHARP SIGHT LABS
- 21. The current state of machine intelligence 2.0 – O’Reilly Media
- 22. Datasets Over Algorithms / Wissner-Ross
- 23. What Are Our Brains For? Cognitive Enhancement, Artificial Intelligence and Human Nature | Commonwealth Club
- 24. Are intelligent agents the beginning of the end for journalism as we know it?
- 25. The Challenges Of Building AI Apps | TechCrunch
- 26. Togelius: Why video games are essential for inventing artificial intelligence
- 27. The imitation game – a new force awakens? | Rother’s Blog
- 28. Go, Marvin Minsky, and the Chasm that AI Hasn’t Yet Crossed/ Marcus
- 1. Asking the Experts: Artificial Intelligence Leaders Answer AI’s Most Burning Questions (Part I) | Babak Hodjat
- 2. EBN – Peter Gasperini – Robotics & AI: A Systems Approach
- 3. Baidu’s chief scientist talks about artificial intelligence, deep learning and computer vision – Fortune
- 4. Gary Marcus, A Deep Learning Dissenter, Thinks He Has a More Powerful AI Approach | MIT Technology Review
- 5. These are the 3 biggest obstacles to artificial intelligence, according to Google’s researchers | Business Insider
- 6. WIRED 2015: Artificial intelligence is evolving, says Antoine Blondeau (Wired UK)
- 7. Searching for the Algorithms Underlying Life/ Valiant
I always thought computer go would go like computer chess , it only takes longer.
Remember how they ridiculed about the first chess computers 40 years ago