The Massachusetts Institute of Technology has come up what it thinks is a better way to teach robots general purpose skills. Derived from LLM techniques, the method provides robot intelligence access to an enormous amount of data at once, rather than exposing it to individual programs for specific tasks. Faster and more cost efficient, the approach has been referred to as a “brute force” approach to problem-solving, and machine learners have taken to it in lieu of individualized, task-specific “imitation learning.” Early tests show it outperforming traditional training by more than 20 percent under simulation and real-world conditions. Continue reading MIT Intros LLM-Inspired Teacher for General Purpose Robots

Nvidia is expanding its substantive influence in the AI sphere with Nemotron-4 340B, a family of open models designed to generate synthetic LLM training data for commercial applications across numerous fields. Through what Nvidia is calling a “uniquely permissive” free open model license, Nemotron-4 340B provides a scalable way for developers to build LLMs. Synthetic data is artificially generated data designed to mimic the characteristics and structure of data found in the real world. The offering is being called “groundbreaking” and an important step toward the democratization of artificial intelligence. Continue reading Nvidia’s Open Models to Provide Free Training Data for LLMs

Project Music GenAI Control, an experimental work from Adobe Research, is setting out to change how people create and edit custom audio and music. The prototype tool lets creators generate music from text prompts, “and then have fine-grained control to edit that audio for their precise needs,” according to Adobe. Designed to help create music for broadcasts, podcasts or other “audio that’s just the right mood, tone, and length,” it can generate music from text prompts like “powerful rock,” “happy dance” or “sad jazz,” says Adobe Research Senior Research Scientist Nicholas Bryan, a creator of the technology. Continue reading Adobe’s Prototype AI Tool Is a ‘Photoshop for Music-Making’

Meta Platforms CEO Mark Zuckerberg received a letter this week from Senators Richard Blumenthal and Josh Hawley of the Subcommittee on Privacy, Technology & the Law that took the executive to task for an online leak of the company’s LLaMA artificial intelligence system. The 65-billion parameter language model, which is still under development, was open-sourced in February. Available on request through Meta’s GitHub portal, it wound up on 4chan and BitTorrent “making it available to anyone, anywhere in the world, without monitoring or oversight,” the senators wrote. Continue reading Senators Question Meta Platforms About Recent LLaMA Leak

Smart infrastructure is already a reality said panelists on “Smart Infrastructure: Building the Future,” a CES discussion moderated by RePure co-founder and president Michael Don Ham. “It’s not the future, it’s now and it is opening up a lot of business models for decarbonization and electrification,” declared Logical Buildings co-founder and chief executive Jeff Hendler. ADT head of multifamily Scé Pike agreed, noting that the possibility of a recession is not to be feared in this context. “Times of recession are the opportunity for true creative destruction when you can build the future,” she suggested. Continue reading CES: Thought Leaders Discuss Status of Smart Infrastructure

Apple launched mandatory labels that provide easy-to-grasp information of the privacy policies for apps in the Mac and iOS App stores. The mandatory policy applies only to new apps or updates of existing ones. Although countries such as Finland, Singapore and the UK have adopted such labels, Apple appears to be the first global Big Tech company to “embrace and promote” the idea. The labels list three items: Data Used to Track You, Data Linked to You and Data Not Linked to You, with details under each. Continue reading Apple’s Mandatory Privacy Labels Launch on All iOS Platforms

The California State Legislature quickly passed a digital privacy law that gives consumers much more control over their online personal data. Governor Jerry Brown signed the law into effect, narrowly beating a deadline to remove another, tougher initiative headed for the November ballot. Consumers now have the right to know what information tech companies are collecting, and why they’re collecting it, as well as with whom they are sharing it. Consumers can also demand their data be deleted or not sold or shared. Continue reading California Passes Tough New Law to Protect Online Privacy

Some startups are trying to create another form of AI than deep learning, to minimize the amount of training, data and server power needed. Samsung Next, the South Korean company’s venture capital unit, just launched the Q Fund to jumpstart this idea by funding companies focusing on new ways of developing artificial intelligence. One of Q Fund’s first investments is Vicarious, a startup that wants to give machines “imagination” and is inspired by biology to make machines learn more quickly. Continue reading Samsung Fund to Boost Startups with New Approaches to AI

Facebook revealed that a software bug was live for 10 days during May and, as a result, may have affected up to 14 million users. The company explained that millions of users who believed they were sharing privately with their friends or small groups may have actually shared their information publicly; the bug apparently updated the audience selector to “public” without notifying users. Facebook announced it plans to contact the individuals that may have been impacted. “We’d like to apologize for this mistake,” said Facebook’s chief privacy officer Erin Egan in a statement yesterday. Continue reading Facebook Faces Another Privacy Issue Due to Software Bug

Disney recently submitted a patent application for “a robot that will move and physically interact like an animated character.” The prototype sketch with the application shows a round body similar to the soft-robot character in Disney’s 2014 “Big Hero 6.” Before soft-body robots can be employed at Disney theme parks, the company will have to deal with the issue of robotic interaction safety, since the patent application implies that theme park guests will be able to hug the soft-body characters. Continue reading Disney Tests Prototype, Pursues Patent for Soft-Bodied Robot

Twelve-year old audio recognition company SoundHound just raised $75 million to build its speech recognition AI-based platform, Houndify, betting that voice will become the dominant form of interaction with Internet-connected devices. Although large companies like Apple, Baidu and Microsoft dominate the space, SoundHound has built its own AI technology to identify audio. In contrast to these other companies, SoundHound also plans to offer its voice AI tools to other device manufacturers. Continue reading SoundHound Raises $75M to Advance AI Speech Recognition

Many in the artificial intelligence community have called for ethical guidelines for the burgeoning field, and IBM chief executive Ginni Rometty is the latest to add her voice, which she did at the World Economic Forum in Davos. MIT, Harvard and LinkedIn co-founder Reid Hoffman have established a $27 million fund to analyze the impact and implications of AI; the IEEE has proposed ethical guidelines; the Obama administration issued a report on AI’s impact on jobs; and Carnegie Mellon studies the future of AI. Continue reading IBM, Microsoft Execs Promote the Ethical Development of AI

Movie studios that use Facebook to promote upcoming films — such as “Batman v Superman: Dawn of Justice,” which has 4.4 million likes on its Facebook movie page — have discovered a potent downside to the extra publicity. Pirates post links to copyright-infringing streams; spam includes chain letters, pornography, phishing, malware and hate speech. Illegal sites are harvesting personal data and running money scams and now targeting publications with embedded Facebook comments, including BuzzFeed, ESPN and Huffington Post. Continue reading Pre-Release Piracy Grows Across Facebook and Publications

Videogame designer, Carnegie Mellon University professor and former Disney Imagineer, Jesse N. Schell, soared through a list of 10 virtual reality prognostications at Unity’s recent Vision AR/VR Summit in Hollywood. One of five speakers asked to soothsay about VR’s future, the creative director behind the “Toontown Online” massive multiplayer online game (MMO) predicted that by 2018, “Madden NFL” will be released in VR, and by 2020, there will be at least 10 VR reality television shows and a $10 billion VR adult video industry. Continue reading Expert Predicts Madden NFL and Reality Shows Coming to VR

According to top-secret 2011 documents released by Edward Snowden, the NSA is collecting online images of people for its facial recognition programs. As estimated in the documents, the agency intercepts about 55,000 images that have facial-recognition quality. Civil liberties advocates are concerned that these technologies could result in an invasion of privacy. However, neither privacy nor surveillance laws protect against the government’s use of facial images. Continue reading NSA Turns to Web Images for Facial Recognition Programs