artificial intelligence

‘Jackrabbot 2’ takes to the sidewalks to learn how humans navigate politely

Autonomous vehicles and robots have to know how to get from A to B without hitting obstacles or pedestrians — but how can they do so politely and without disturbing nearby humans? That’s what Stanford’s Jackrabbot project aims to learn, and now a redesigned robot will be cruising campus learning the subtleties of humans negotiating one another’s personal space. “There are many behaviors that we humans subconsciously follow – when I’m walking through crowds, I maintain personal distance or, if I’m talking with you, someone wouldn’t go between us and interrupt,” said grad student Ashwini Pokle in a Stanford News release. “We’re working on these deep learning algorithms so that the robot can adapt these behaviors and be more polite to people.” Of course there are...

Einstein Voice gives Salesforce users gift of gab

Salespeople usually spend their days talking. They are on the phone and in meetings, but when it comes to updating Salesforce, they are back at the keyboard again typing notes and milestones, or searching for metrics about their performance. Today, Salesforce decided to change that by introducing Einstein Voice, a bit of AI magic that allows salespeople to talk to the program instead of typing. In a world where Amazon Alexa and Siri make talking to our devices more commonplace in our non-work lives, it makes sense that companies are trying to bring that same kind of interaction to work. In this case, you can conversationally enter information about a meeting, get daily briefings about key information on your day’s meetings (particularly nice for salespeople who spend their day in the...

Google launches new AI initiatives in Japan

It’s no surprise that Google used its Cloud Next 2018 event in Tokyo today — one of a number of international Cloud Next events that follow its flagship San Francisco conference — to announce a couple of new initiatives that specifically focus on the Japanese market. These announcements include a couple of basic updates like translating its Machine Learning with TensorFlow on Google Cloud Platform Coursera specialization, its Associate Cloud Engineer certification and fifty of its hands-on Qwiklabs into Japanese. In addition, Google is also launching an Advanced Solutions Lab in Tokyo as well. Previously Google opened similar labs in Dublin, Ireland, as well as Sunnyvale and New York. These labs offer a wide range of machine learning-centric training options, collaborativ...

Sen. Harris tells federal agencies to get serious about facial recognition risks

Facial recognition technology presents myriad opportunities as well as risks, but it seems like the government tends to only consider the former when deploying it for law enforcement and clerical purposes. Senator Kamala Harris (D-CA) has written the Federal Bureau of Investigation, Federal Trade Commission, and Equal Employment Opportunity Commission telling them they need to get with the program and face up to the very real biases and risks attending the controversial tech. In three letters provided to TechCrunch (and embedded at the bottom of this post), Sen. Harris, along with several other notable legislators, pointed out recent research showing how facial recognition can produce or reinforce bias, or otherwise misfire. This must be considered and accommodated in the rules, guidance, ...

Microsoft is putting HoloLens to work with new Dynamics 365 applications

Microsoft HoloLens mixed reality glasses have always been interesting technology, but it’s never been clear how the company would move from novelty device to actual viable business use cases. Today, it made a move toward the latter, announcing a couple of applications designed to put the HoloLens to work in Dynamics 365, giving it a real business purpose. Dynamics 365 is Microsoft’s one-stop shop for CRM and ERP, where a company can work on some of its key business software functions including field service in an integrated fashion. The company has been looking at for HoloLens to bring computing power to a group of field workers like repair technicians for whom even a tablet would be awkward because they have to work with both hands free. For these people, having a fully functi...

Microsoft acquires Lobe, a drag-and-drop AI tool

Microsoft today announced that is has acquired Lobe, a startup that lets you build machine learning models with the help of a simple drag-and-drop interface. Microsoft plans to use Lobe, which only launched into beta earlier this year, to build upon its own efforts to make building AI models easier, though, for the time being, Lobe will operate as before. “As part of Microsoft, Lobe will be able to leverage world-class AI research, global infrastructure, and decades of experience building developer tools,” the team writes. “We plan to continue developing Lobe as a standalone service, supporting open source standards and multiple platforms.” Lobe was co-founded by Mike Matas, who previously worked on the iPhone and iPad, as well as Facebook’s Paper and Instant ...

Facebook’s new ‘SapFix’ AI automatically debugs your code

Facebook has quietly built and deployed an artificial intelligence programming tool called SapFix that scans code, automatically identifies bugs, tests different patches and suggests the best ones that engineers can choose to implement. Revealed today at Facebook’s @Scale engineering conference, SapFix is already running on Facebook’s massive code base and the company plans to eventually share it with the developer community. “To our knowledge, this marks the first time that a machine-generated fix — with automated end-to-end testing and repair — has been deployed into a codebase of Facebook’s scale,” writes Facebook’s developer tool team. “It’s an important milestone for AI hybrids and offers further evidence that search-based software engineering can r...

Facebook rolls out photo/video fact checking so partners can train its AI

Sometimes fake news lives inside of Facebook as photos and videos designed to propel misinformation campaigns, instead of off-site on news articles that can generate their own ad revenue. To combat these politically rather than financially-motivated meddlers, Facebook has to be able to detect fake news inside of images and the audio that accompanies video clips. Today its expanding its photo and video fact checking program from four countries to all 23 of its fact-checking partners in 17 countries. “Many of our third-party fact-checking partners have expertise evaluating photos and videos and are trained in visual verification techniques, such as reverse image searching and analyzing image metadata, like when and where the photo or video was taken” says Facebook product manager...

Nvidia launches the Tesla T4, its fastest data center inferencing platform yet

Nvidia today announced its new GPU for machine learning and inferencing in the data center. The new Tesla T4 GPUs (where the ‘T’ stands for Nvidia’s new Turing architecture) are the successors to the current batch of P4 GPUs that virtually every major cloud computing provider now offers. Google, Nvidia said, will be among the first to bring the new T4 GPUs to its Cloud Platform. Nvidia argues that the T4s are significantly faster than the P4s. For language inferencing, for example, the T4 is 34 times faster than using a CPU and more than 3.5 times faster than the P4. Peak performance for the P4 is 260 TOPS for 4-bit integer operations and 65 TOPS for floating point operations. The T4 sits on a standard low-profile 75 watt PCI-e card. What’s most important, though, i...

Safe artificial intelligence requires cultural intelligence

Gillian Hadfield Contributor Share on Twitter Gillian Hadfield is the author of Rules for a Flat World: Why Humans Invented Law and How to Reinvent It for a Complex Global Economy and a professor of law and strategic management at the University of Toronto; a faculty affiliate at the Vector Institute for AI; and a senior policy advisor at OpenAI. More posts by this contributor To truly protect citizens, lawmakers need to restructure their regulatory oversight of big tech Saudi Arabia’s TechUtopia Neom will have to reinvent the rules to succeed Knowledge, to paraphrase British journalist Miles Kington, is knowing a tomato is a fruit; wisdom is knowing there’s a norm against putting it in a fruit salad. Any kind of artificial intelligence clearly needs to possess great knowledge. But i...

Adobe supercharges Photoshop’s content-aware fill so you have more options, fewer AI fails

Everyone went nuts for Adobe’s “content-aware fill” in Photoshop when it came out. The boring-sounding feature is in fact an incredibly useful tool, essentially an AI-powered clone stamp that intelligently brought in other pieces of the image to replace your selection. But it still failed in hilarious ways that only an AI is capable of. That should happen a lot less with the hot new tools Adobe is shipping soon. Teased in a sneak peek video today, the new content-aware fill has a ton of new settings that shooters will love playing with. Photographers love tweaking things — that’s just a fact — and the more things they have to tweak, the better. So, what used to look like this… …and would occasionally produce results like this… …now has a whol...

SETI neural networks spot dozens of new mysterious signals emanating from distant galaxy

The perennial optimists at the Search for Extraterrestrial Intelligence, or SETI, have joined the rest of the world in deploying AI to help manage huge data sets — and their efforts almost instantly bore fruit. Seventy-two new “fast radio bursts” from a mysteriously noisy galaxy 3 billion miles away were discovered in previously analyzed data by using a custom machine learning model. To be clear, this isn’t Morse code or encrypted instructions to build a teleporter, à la Contact, or at least not that we know of. But these fast radio bursts, or FRBs, are poorly understood and may very well represent, at the very least, some hitherto unobserved cosmic phenomenon. FRB 121102 is the only stellar object known to give off the signals regularly, and so is the target of continued...