Nvidia recently taught its AI system to recreate the game Pac-Man just by watching it being played. Hypebeast reports: No coding or pre-rendered images were used for the software to base the recreation on. The AI model was simply fed visual data of the game being played alongside controller inputs. From there, the AI recreated what it saw frame by frame, resulting in a playable version of Bandai Namco's most recognizable title. Although it's not a perfect recreation of the title and all its assets, all the mechanics and gameplay goals are the same. NVIDIA even believes this is how AI will be applied to game creation in the future. [Rev Lebaredian, Nvidia's vice president of simulation technology] notes the experiment was done in collaboration with Bandai Namco as it celebrates the 40th anniversary of the classic arcade game.

The artificial intelligence program is called GameGAN, with GAN standing for "generative adversarial network," which is a common architecture used in machine learning. GAN works by attempting to replicate input data while also comparing its work to the original source. If the two don't match, the data is rejected and the program looks for improvements and tries again. Although AI programs have generated virtual gaming spaces before, GameGAN is able to use a "memory module" that allows the program to store an internal map of the digital space it's trying to recreate, leading to a more consistent copy. The AI was trained on over 50,000 episodes and almost never died, the company says. Nvidia will be releasing the recreated game online in the near future.

theodp (442580) writes "'Public school teachers,' reads the headline at Khan Academy (KA), 'introduce your students to coding and earn $1000 or more for your classroom!' Read the fine print, however, and you'll see that the Google-bankrolled offer is likely to ensure that girls, not boys, are going to be their Computer Science teachers' pets. 'Google wants public high school students, especially girls, to discover the magic of coding,' KA explains to teachers. 'You'll receive a $100 DonorsChoose.org gift code for every female student who completes the [JS 101: Drawing & Animation] course. When 4 or more female students complete it, we'll email you an additional $500 gift code as a thank-you for helping your students learn to code.' While 'one teacher cannot have more than 20 of the $100 gift codes activated on their DonorsChoose.org projects,' adds KA, 'if the teacher has more than 20 female students complete the curriculum, s/he will still be sent gift codes, and the teacher can use the additional gift codes on another teacher's DonorsChoose.org project.' So, is girls-are-golden-boys-are-worthless funding for teachers' projects incongruent with Khan Academy's other initiatives, such as its exclusive partnership with CollegeBoard to eliminate inequality among students studying for the SAT?"

MojoKid writes "Microsoft might have one of the most talked-about products at the moment with the Xbox One, but would you believe it doesn't own the rights to the most obvious domain name to accompany it? Domain squatting is a real issue for companies about to launch a new product. If they register a domain before the official launch, people can find that and subsequently ruin the company's surprise. This particular case is different, however. The domain name wasn't registered just the other day. Instead, a UK resident registered the name XboxOne.com in December of 2011, long before Microsoft itself even likely had a definitive name for its upcoming console. So, what can a company do in this instance? File a dispute with the National Arbitration Forum, an ICANN-approved organization that specializes in dealing with these sorts of matters."

Dr Herbert West writes "Students at Ontario College of Art and Design were forced to buy a $180 textbook filled with blank squares. Instead of images of paintings and sculpture throughout history (that presumably would fall under fair-use) the textbook for 'Global Visual and Material Culture: Prehistory to 1800' features placeholders with a link to an online image. A letter from the school's dean stated that had they decided to clear all the images for copyright to print, the book would have cost a whopping $800. The screengrabs are pretty hilarious, or depressing, depending on your point of view."

quax writes "Getting a scientific paper published that goes against the grain of conventional wisdom was never easy. Especially when it seems to contain an obvious glaring mistake. Fortunately despite already being some kind of pop celebrity with no shortage of fan mail, Einstein still opened letters he received from strangers. And this is how a trivial, fateful counting mistake was able to change the course of physics forever."

ananyo writes "The German chemical giant BASF is moving its transgenic plant operations from Europe to the U.S., it says, because of widespread opposition to the technology. The company on 16 January announced that it would move its plant science headquarters from Limburgerhof, Germany to Raleigh, North Carolina and no longer develop plants solely for cultivation in Europe. The division employs 157 people in Limburgerhof, plus another 63 at facilities elsewhere in Europe. BASF said it would relocate 123 of those jobs to the North Carolina facility. In statement, Stefan Marcinowski, a member of BASF's Board of Executive Directors, cited 'a lack of acceptance for this technology in many parts of Europe – from the majority of consumers, farmers and politicians.' The company instead plans to focus on plant biotechnology markets in the Americas and Asia."

An anonymous reader writes "The UK's Met Office Hadley Centre and University of East Anglia have been refusing access to the data used for their global climate averages and scientific studies. A copy of the data has leaked, and attempts continue to accomplish the release of the data by whoever maintains it. Excuses have included confidentiality agreements which cannot be verified because no records were kept, mention of the source has been removed from the Met Office web site, and IPCC records were destroyed."