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  • DARPA’s new $2 billion initiative for next-level AI

    September 11, 2018 | International, C4ISR

    DARPA’s new $2 billion initiative for next-level AI

    By: Mike Gruss Leaders at the Defense Advanced Research Projects Agency announced Sept. 7 a $2 billion initiative, known as AI Next, that aims to substantially improve artificial intelligence research. “With AI Next, we are making multiple research investments aimed at transforming computers from specialized tools to partners in problem-solving,” Steven Walker, the agency's director, said in a press release. “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.” As a result of the effort, DARPA leaders envision improving day-to-day processes, such as vetting for security clearances in a week or accrediting software systems for operational deployment in a day or less. DARPA said it plans to announce multiple broad agency announcements in the next year. The announcement marks the second major artificial intelligence-related initiative in the last three months. In late June, the Department of Defense announced its Joint AI Center, which is expected to help provide a road map for the department's nearly 600 AI-related programs, including the controversial Project Maven program. The funding is a parallel effort to the Department of Defense's Joint AI Center, known as JAIC, which is expected to cost about $1.7 billion in the coming years. That program is run through the DOD CIO's office and is expected to focus more on applications for artificial intelligence while the DARPA programs will concentrate on answering questions related to the “foundational science” related to AI. DARPA has a history of working on AI project. It is currently funding about 20 AI related programs and said its initial funding on the topic dates back to the 1960s. Leaders describe the new investment as working toward what they call the third wave of AI. The first wave focused on rule-based systems for narrow tasks and a second wave has been used to find statistical patterns in large data sets. But DARPA leaders are describing a third wave as one of “contextual adaptation.” In a press conference at the conclusion of DARPA's D60 symposium, agency leaders said the new initiative would include a focus on explainable AI, in other words, how a machine arrived at its answer. They also said they expect a broader discussion of ethics related to artificial intelligence. https://www.c4isrnet.com/it-networks/2018/09/10/darpas-new-2-billion-initiative-for-next-level-ai

  • F-35 program costs are evolving, and these savings matter

    September 2, 2020 | International, Aerospace

    F-35 program costs are evolving, and these savings matter

    By: Steven P. Bucci Last month, Congress held an oversight and accountability hearing regarding the F-35 Joint Strike Fighter's burdensome logistical IT system. The Department of Defense Office of Inspector General reported earlier this year that millions of additional dollars were spent in the form of labor hours by military personnel who manually tracked the plane's spare parts since its electronic logistical system didn't. The congressional review was undoubtedly warranted, especially as the F-35 program office phases in a newer system over the next two years to replace its legacy IT platform. But noticeably absent from this testimony, was a more fulsome discussion (and understanding) about the affordability of the program and how both acquisition costs and the price to fly the aircraft are significantly trending downward at a time that matters most. In an era of increased military competition against peer adversaries and during a period of tremendous budgetary constraints in the United States, incremental savings across a large enterprise such as the F-35 program matter. The Defense Department understands this well. It has smartly leveraged its buying power, driving down the cost of each F-35A to approximately $80 million one year earlier than planned — now costing taxpayers less than some of the less capable fourth-generation aircraft, and on a par with others. The F-15EX, for example, costs nearly $88 million, and gives our forces no help in a fifth-gen fight. Why spend more for less? This is critical because over the next five years, the number of F-35s purchased will more than double to approximately 1,200 aircraft. That translates to increased capacity and capability for the United States and its allies as they operate in the Indo-Pacific and European theaters. Congress recognizes that the costs to acquire the aircraft have been significantly reduced, and it has now rightfully turned its attention to the costs associated with sustaining the aircraft. But most lawmakers missed the opportunity during July's hearing to more fully explore a key statement made by the F-35′s prime contractor, Lockheed Martin. Lockheed announced that it has reduced its share of the aircraft's sustainability cost per flying hour over the past five years by nearly 40 percent, plummeting the costs to fly the aircraft to nearly $5,000 less each hour than earlier hourly costs. The company says it has invested hundreds of millions of dollars to build state-of-the-art tools, analytics, machine learning and artificial intelligence, which has led to labor efficiency gains as well as improvements to supply response times and data quality. The company implemented robust asset management tools and robotic automation to eliminate manual tasks, while placing a concerted focus on improving the reliability of aircraft parts to meaningfully reduce future repair requirements and material costs. This is significant because the number of hours flown each year will increase by approximately 140,000 hours over the next five years alone. Those savings add up. And more can be done. The F-35′s manufacturer believes it can further drive down its cost share to fly the aircraft by approximately an additional 50 percent. This is all the more significant when considering that the military services and aircraft's engine maker, Pratt & Whitney, are responsible for more than one-half of the total sustainment costs of the program. If a similar level of savings can be achieved by the Air Force, Navy, Marine Corps, and Pratt & Whitney, those savings can be confidently reinvested back into the program to ensure enough aircraft are being procured to deter and, if necessary, fight our adversaries. As the military services and foreign countries consider future threats and the capabilities needed to impede adventuresome opponents, these savings matter. These savings come at the same time the DoD reports that the aircraft's mission-capable rate has increased from the mid-50th percentile to the low 70th percentile from just a couple of years ago. And further improvements in the aircraft's mission-capable rate should be forthcoming as repair backlogs and mismatched spare parts are corrected by a new IT logistical system. A theoretical military principle suggests that steady quantitative changes can lead to a sudden, qualitative leap. After many, many years of sustained focus to drive down F-35 costs, the program may be representative of that maxim and allow the Defense Department to fully realize the advantages of the F-35′s gamechanging technologies. Steven P. Bucci is a visiting fellow at The Heritage Foundation. He previously served as a U.S. Army Special Forces officer and is a former deputy assistant secretary of defense for homeland defense. The Heritage Foundation takes no funding from any government. It does take donations from corporate entities, which average about 4 percent of their total funding in any given year. The think tank reports it does not take a position based on donations, nor do donors have editorial input.. https://www.defensenews.com/opinion/commentary/2020/09/01/f-35-program-costs-are-evolving-and-these-savings-matter/

  • Challenger 2 tank was spotted with DIY 'cope cage' of the turret

    August 18, 2023 | International, Land

    Challenger 2 tank was spotted with DIY 'cope cage' of the turret

    A recent image shared on the social media platform, Twitter, depicts a British Challenger 2 tank outfitted with a makeshift 'cope cage' covering its turret.

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