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"It is a wonder that we have yet to officially write about probability theory on this blog. Probability theory underlies a huge portion of artificial intelligence, machine learning, and statistics, and a number of our future posts will rely on the ideas and terminology we lay out in this post. Our first formal theory of machine learning will be deeply ingrained in probability theory, we will derive and analyze probabilistic learning algorithms, and our entire treatment of mathematical finance will be framed in terms of random variables."

A massive new storyline will creepy-crawl across every aspect of the Dungeons & Dragons landscape this year, as the Demon Queen of Spiders and her drow minions rise from their underground domains to take on the surface world. Rise of the Underdark will impact D&D RPG books, organized play, novels, a new miniatures game and even D&D Online, the free-to-play MMORPG. Hope you like drow (or enjoy killing them).

Summary:  How can we reclaim and reform America?  Here is a five-step program.  All it requires is time and effort.  This is a content-free path.  I do not know where this will take us.  Only that if widely followed America will become what we wish it to be.  No matter what the outcome, we will meet the future as citizens.  Not sheep.

I decided to make a side table for my desk so that I wouldn't have so much clutter around me and so that I had a side table that was exactly the right height and size for what I needed. The desk will hold the UPS on one side and the PC on the other, that will clean up 2 of the 3 major things around my desk (the last one being a subwoofer, but thats another project...). This is the desk it will be going next to and this is why it is such an odd shape.

London, UK, June 16 and 17: Open IoT Assembly: "In 2011 Pachube published this attempt at a Bill of Rights for the Internet of Things. Data ownership will continue to be one of the defining issues of this decade. As the Internet of Things matures, clear lines will be drawn as companies bring products and services to market. Business models will be built on one of two philosophies:       *    Controlling a customer's access to their data and limiting its use to a single service. Profiting through vendor lock-in and switching costs/hassle.     *    Maximizing the value that is built on top of data and constantly innovating. Building a product that customers choose based on its own merits.

Under a new deal signed by the University of Western Ontario and the University of Toronto, the act of emailing a link will be classed as equivalent to photocopying, and each student and faculty member will cost the universities $27.50/year for this right that the law gives them for free, along with a collection of other blanket licenses of varying legitimacy. In order to enforce these licenses, all faculty email will be subject to surveillance.

People who constantly reach into a pocket to check a smartphone for bits of information will soon have another option: a pair of Google-made glasses that will be able to stream information to the wearer's eyeballs in real time. According to several Google employees familiar with the project who asked not to be named, the glasses will go on sale to the public by the end of the year. These people said they are expected "to cost around the price of current smartphones," or $250 to $600.

Saylor.org is a free and open collection of college level courses. There are no registrations or fees required to take our courses, and you will earn a certificate upon completion of each course. Because we are not accredited, you will not earn a college degree or diploma; however, our team of experienced college professors has designed each course so you will be able to achieve the same learning objectives as students enrolled in traditional colleges. More Information

The winners of the "Badges for Lifelong Learning" competition were announced this past week at DML2012. It's hardly surprising, with it being the focus of the research competition, that much of the conference -- formal sessions and informal conversations -- was devoted to the questions surrounding badges: what are they for? what will they do? what practices will they reward? will badges change what we learn, what we value? how?

"On Saturday, around 18 months after President Obama signed it into law, the Leahy-Smith America Invents Act will take effect. Ostensibly, the act is designed to bring U.S. patent law in line with the rest of the world. Of course, not everybody feels it will help achieve the patent system's goal of protecting inventors while fostering innovation, and its effect could be even more pronounced on the DIY inventor."

IT professionals will increasingly act as data managers as the role of application manager becomes superfluous, according to a report called Technology Vision 2011, from IT services firm Accenture. In addition, the coming years will see IT decision-makers choosing platforms that are best able to manage soaring volumes of data as opposed to platforms designed to support applications. Read more: http://www.computing.co.uk/ctg/news/2024987/management-accenture#ixzz1rlnYqkgY  Computing - Insight for IT leaders Claim your free subscription today.

Each month Seattle-based Olson Kundig Architects' studio gets a makeover and the latest installation to be unveiled is a tented experimental mushroom farm! Design team CityLab7 collaborated with the architects to create an educational and interactive space that displays 215 oyster mushroom growbags, giving an example of how small-scale urban farming really works. As an homage to a city renowned for its coffee culture, visitors to the space will also see how coffee grounds donated from local cafes can be recycled into compost, becoming an essential component of city agriculture. Read more: Urban Mushroom Farm Pops Up in Olson Kundig Architects' Seattle Storefront | Inhabitat - Green Design Will Save the World 

"Here's an issue we don't talk about enough. Every year, peer-reviewed research journals publish hundreds of thousands of scientific papers. But every year, several hundred of those are retracted - essentially, unpublished. There's a number of reasons retraction happens. Sometimes, the researchers (or another group of scientists) will notice honest mistakes. Sometimes, other people will prove that the paper's results were totally wrong. And sometimes, scientists misbehave, plagiarizing their own work, plagiarizing others, or engaging in outright fraud. Officially, fraud only accounts for a small proportion of all retractions. But the number of annual retractions is growing, fast. And there's good reason to think that fraud plays a bigger role in science then we like to think. In fact, a study published a couple of weeks ago found that there was misconduct happening in 3/4ths of all retracted papers. Meanwhile, previous research has shown that, while only about .02% of all papers are retracted, 1-2% of scientists admit to having invented, fudged, or manipulated data at least once in their careers."

Could computers become cleverer than humans and take over the world? Or is that just the stuff of science fiction? Philosophers and scientists at Britain's Cambridge University think the question deserves serious study. A proposed Center for the Study of Existential Risk will bring together experts to consider the ways in which super intelligent technology, including artificial intelligence, could "threaten our own existence," the institution said Sunday. "In the case of artificial intelligence, it seems a reasonable prediction that some time in this or the next century intelligence will escape from the constraints of biology," Cambridge philosophy professor Huw Price said.

Last week as part of its glitzy annual conference in Long Beach, California, TED awarded its $1 million prize to Sugata Mitra to support his wish to build a "School in the Cloud," a self-organized learning environment based on his "Hole in the Wall" and "Granny Cloud" research. Next week Pearson, the largest and most powerful education company in the world, will publish Dale Stephens' book Hacking Your Education: Ditch the Lectures, Save Tens of Thousands, and Learn More Than Your Peers Ever Will, a personal experience narrative and guide about dropping out of college and making it in Silicon Valley.

The march of science is stumbling and easily sidetracked, fraught with bias, fads and dead ends. A new research initiative based at the University of Chicago and the Computation Institute will use the latest computational tools to scrutinize this imperfect path and better understand how knowledge was and is created. Such understanding could transform the process of research, calling out past missteps while revealing unanticipated new directions for the future.

The 2013 IEEE International Conference on Internet of Things (iThings2013): These conferences will provide a high-profile, leading-edge forum for researchers, engineers and practitioners to present state-of-art advances and innovations in theoretical foundations, systems, infrastructure, tools, testbeds, and applications for the internet of things, cyber, physical and social computing, green communications and computing, as well as to identify emerging research topics and define the future.    This is a good chance which aims at exchanging research experience in such fields. It will bring together experts from the areas of computational intelligence, communications, networks, distributed systems, and computer science. 

Heated political rhetoric is everywhere. It sets us apart from one another and erodes what's left of civil discourse. It grinds the worthy concept of "logic" into dust. Not any more. Not when we fight back with an open source game I'm calling Logic Shrink. I'm not selling a thing. You don't need an app, a console, even a board. It's entirely your game. Play a solitary version. Play it during a get-together with your extended family. Play it with kids, especially teens. Bring it to the classroom, community center, or secret Super PAC meeting. It will entertain. Afterwards, when the lively score-keeping has ended there will be something new in the room. It may be unfamiliar at first. It's a state of being that requires no name calling, no slippery slope. It's logical thinking.

Alpha One Labs co-founder Sean Auriti and a group of like-minded hackers have launched a campaign to build Hackert0wn, a Brooklyn hackerspace the likes of which the world has never seen. As planned, Hackert0wn will be an  entire hacker ecosystem complete with retail shops stocked with spare parts, sleeping pods, a gym that feeds power back into the building, a co-working space, private offices, a cafe with a coffee dispensing robot, a dumpling shop, an aquaponic farm that raises fish and produce for nearby residents and restaurants, and a state-of-the art CNC machine shop. Oh, and all the buildings will be built out of recycled shipping containers.

Google's swooshy new concept video for augmented reality goggles (or "spex", if you will) has certainly put the virtual cat among the digital pigeons. An attempt, perhaps, to leapfrog the iPad - if Google can persuade us that what we really want is headwear that will let us see things that aren't really there.