The US Defence Advanced Research Projects Agency (DARPA) has announced a more than $2 Billion investment into “AI Next”, the future wave of artificial intelligence technologies to create collaborative partnerships between humans and machines.
Under AI Next, key areas to be explored may include automating critical DoD business processes, such as security clearance vetting in a week or accrediting software systems in one day for operational deployment; improving the robustness and reliability of AI systems; enhancing the security and resiliency of machine learning and AI technologies; reducing power, data, and performance inefficiencies; and pioneering the next generation of AI algorithms and applications, such as “explainability” and commonsense reasoning.
DARPA seeks to explore new theories and applications that could make it possible for machines to adapt to changing situations. DARPA sees this next generation of AI as a third wave of technological advance, one of contextual adaptation.
DARPA announced last week the multi-year investment of more than $2 billion in new and existing programs called the “AI Next” campaign, DARPA director, Dr. Steven Walker, officially unveiled the large-scale effort at DARPA’s D60 Symposium in National Harbor, Maryland.
“Today, machines lack contextual reasoning capabilities, and their training must cover every eventuality, which is not only costly, but ultimately impossible. We want to explore how machines can acquire human-like communication and reasoning capabilities, with the ability to recognize new situations and environments and adapt to them.”
DARPA is currently pursing more than 20 programs that are exploring ways to advance the state-of-the-art in AI, pushing beyond second-wave machine learning techniques towards contextual reasoning capabilities. In addition, more than 60 active programs are applying AI in some capacity, from agents collaborating to share electromagnetic spectrum bandwidth to detecting and patching cyber vulnerabilities.
Over the next 12 months, DARPA plans to issue multiple Broad Agency Announcements for new programs that advance the state of the art in AI.
In addition to new and existing DARPA research, a key component of the campaign will be DARPA’s Artificial Intelligence Exploration (AIE) program. Accordingly, AIE constitutes a series of high-risk, high payoff projects where researchers will work to establish the feasibility of new AI concepts within 18 months of award.
Raytheon announced Tuesday that the firm is developing a first of its kind neural network that explains itself, under the Defense Research Project Agency's (DARPA) Explainable Artificial Intelligence program (XAI). The XAI program aims to create a suite of machine learning techniques that produce more explainable models while maintaining a high level of performance
Russias Kalashnikov arms manufacturer is planning to build military defense systems with artificial intelligence that implies weapons self-learning, Industrial Director of the Rostec Conventional Armament, Ammunition and Special Chemistry Cluster Sergei Abramov said Wednesday. The need, prospects and expediency of creating and adapting artificial intelligence systems for military use do not evoke any doubts and all the leading countries are taking efforts for introducing artificial intelligence into existing and future weapons, he was quoted as saying by TASS at the conference tiled: "Digital Industry of Industrial Russia 2018
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Defense Advanced Research Projects Agency (DARPA) has awarded BAE Systems to develop “Controllable Hardware Integration for Machine-learning Enabled Real-time Adaptivity (CHIMERA),” a technology that integrates machine-learning (ML) into platforms that decipher radio frequency signals. The solution provides a reconfigurable hardware platform for ML algorithm developers to make sense of radio frequency (RF) signals in increasingly crowded electromagnetic spectrum environments, the company said in a statement Monday
The US Defence Advanced Research Projects Agency is seeking to automate air-to-air combat, enabling reaction times at machine speeds and freeing pilots to concentrate on the larger air battle. No ArtificiaI Intelligence (AI) currently exists that can outduel a human pilot in a fighter jet in a high-speed, high-G dogfight, a DARPA release said
Turkish firm STM signed a contract yesterday to enhance capabilities of Pakistan Navys Agosta 90B Submarines. The company will modernize four Pak submarines
The United States Defense Advanced Research Projects Agency is currently working on 20 different artificial intelligence (AI) programs. First announced in September, the DARPA AI Next campaign is a multi-year, upwards of $2 billion investment in new and existing programs to create the third wave of AI technologies
Sierra Nevada Corporation (SNC) has been selected to participate in the first phase of the United States Defense Advanced Research Projects Agency (DARPA) Subterranean (SubT) Challenge program as part of an international team led by the University of Nevada, Reno (UNR). The DARPA SubT Challenge is focused on advancing technologies that will enhance the ability to rapidly map, navigate and search subterranean environments through both systems and virtual competitions
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