13 mars 2023 | International, C4ISR
Pentagon seeks 21% boost in cyberspace spending
The fiscal 2024 budget blueprint arrives days after the Biden administration shared its latest national cybersecurity strategy.
18 février 2019 | International, C4ISR
DARPA: Teaching AI Systems to Adapt to Dynamic Environments
Current AI systems excel at tasks defined by rigid rules – such as mastering the board games Go and chess with proficiency surpassing world-class human players. However, AI systems aren't very good at adapting to constantly changing conditions commonly faced by troops in the real world – from reacting to an adversary's surprise actions, to fluctuating weather, to operating in unfamiliar terrain. For AI systems to effectively partner with humans across a spectrum of military applications, intelligent machines need to graduate from closed-world problem solving within confined boundaries to open-world challenges characterized by fluid and novel situations.
To attempt this leap, DARPA today announced the Science of Artificial Intelligence and Learning for Open-world Novelty (SAIL-ON) program. SAIL-ON intends to research and develop the underlying scientific principles and general engineering techniques and algorithms needed to create AI systems that act appropriately and effectively in novel situations that occur in open worlds. The program's goals are to develop scientific principles to quantify and characterize novelty in open-world domains, create AI systems that react to novelty in those domains, and to demonstrate and evaluate these systems in a selected DoD domain. A Proposers Day for interested proposers is scheduled for March 5, 2019, in Arlington, Virginia: https://go.usa.gov/xEUWh
“Imagine if the rules for chess were changed mid-game,” said Ted Senator, program manager in DARPA's Defense Sciences Office. “How would an AI system know if the board had become larger, or if the object of the game was no longer to checkmate your opponent's king but to capture all his pawns? Or what if rooks could now move like bishops? Would the AI be able to figure out what had changed and be able to adapt to it?”
Existing AI systems become ineffective and are unable to adapt when something significant and unexpected occurs. Unlike people, who recognize new experiences and adjust their behavior accordingly, machines continue to apply outmoded techniques until they are retrained.
Given enough data, machines are able to do statistical reasoning well, such as classifying images for face-recognition, Senator said. Another example is DARPA's AI push in self-driving cars in the early 2000s, which led to the current revolution in autonomous vehicles. Thanks to massive amounts of data that include rare-event experiences collected from tens of millions of autonomous miles, self-driving technology is coming into its own. But the available data is specific to generally well-defined environments with known rules of the road.
“It wouldn't be practical to try to generate a similar data set of millions of self-driving miles for military ground systems that travel off-road, in hostile environments and constantly face novel conditions with high stakes, let alone for autonomous military systems operating in the air and on sea,” Senator said.
If successful, SAIL-ON would teach an AI system how to learn and react appropriately without needing to be retrained on a large data set. The program seeks to lay the technical foundation that would empower machines, regardless of the domain, to go through the military OODA loop process themselves – observe the situation, orient to what they observe, decide the best course of action, and then act.
“The first thing an AI system has to do is recognize the world has changed. The second thing it needs to do is characterize how the world changed. The third thing it needs to do is adapt its response appropriately,” Senator said. “The fourth thing, once it learns to adapt, is for it to update its model of the world.”
SAIL-ON will require performers and teams to characterize and quantify types and degrees of novelty in open worlds, to construct software that generates novel situations at distinct levels of a novelty hierarchy in selected domains, and to develop algorithms and systems that are capable of identifying and responding to novelty in multiple open-world domains.
SAIL-ON seeks expertise in multiple subfields of AI, including machine learning, plan recognition, knowledge representation, anomaly detection, fault diagnosis and recovery, probabilistic programming, and others. A Broad Agency Announcement (BAA) solicitation is expected to be posted in the near future and will be available on DARPA's FedBizOpps page: http://go.usa.gov/Dom
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11 février 2022 | International, Aérospatial
Press kits de Dassault Aviation
Les leaders de l'industrie européenne se félicitent de la déclaration faite par la Commission européenne et les États membres.
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8 mai 2019 | International, Aérospatial
Airbus eyes opportunities in future U.S. military LEO constellations
by Sandra Erwin Airbus is ramping up satellite production in Florida and hopes to attract Pentagon buyers. WASHINGTON — The first project of the newly created Space Development Agency will be to design a large constellation of commercially produced satellites in low Earth orbit to serve as a communications layer and take over military space missions ranging from missile tracking to navigation. Airbus is preparing to start cranking out 32 satellites every three weeks for the broadband venture OneWeb. It built an assembly line on Florida's Space Coast to manufacture up to 648 satellites for OneWeb but also hopes to ramp production to fill orders for the Defense Department, intelligence community and other U.S. government buyers, Nicolas Chamussy, the outgoing head of Airbus Space Systems told SpaceNews on Monday at the Satellite 2019 conference. The company received a $2.9 million contract last fall from the Defense Advanced Research Projects Agency to produce satellite buses for DARPA's Blackjack program, an experiment intended to show the military utility of LEO constellations and mesh networks. DARPA will marry up commercial satellite buses with military sensors and payloads. Former DARPA official Fred Kennedy conceived the Blackjack project and is now head of the Space Development Agency. He said the SDA will tap into the commercial industry's mass satellite production capabilities in order to build a military constellation in LEO. Airbus' main satellite manufacturing plant is in Toulouse, France. It now has U.S.-based design teams staffed with U.S. citizens as well as the Florida production facility, Chamussy said. “It's an opportunity for the U.S. government” to take advantage of these capabilities, he said. The U.S. plant only builds commercial satellites but it could be expanded to produce classified spacecraft, he said. The contract with DARPA has been valuable to Airbus to learn about U.S. defense programs and as a stepping stone to possibly other projects, Chamussy said. “With DARPA, we are learning how to work together, we are trying to understand if our platform is a valuable asset for the U.S. government.” The company is focused now on making satellites and installing OneWeb payloads, but “we can install whatever you want,” he said. For the military, the same satellites could carry positioning, navigation and timing (PNT), electronic warfare, Earth observation or weather payloads. “This is the beauty of have a design team and dedicated facility in U.S.,” said Chamussy. Airbus is hoping to be chosen as the satellite supplier to Canadian satellite operator Telesat, which also received a DARPA Blackjack contract to study the use of commercial buses in LEO-based military systems. Airbus is competing against a Maxar Technologies-Thales Alenia Space team for a contract worth an estimated $3 billion to build Telesat's megaconstellation. Chamussy told reporters at a news conference on Monday that the company expects to submit a proposal in the coming months. “We are still waiting for the request for proposals,” he said. Chamussy insisted that the Telesat concept is very different than OneWeb because the Canadian operator is asking for a full “end to end” system that includes not just the satellites but also ground systems and managed services. Airbus announced last month that Chamussy will be stepping down as executive vice president of Airbus Space Systems under Airbus Defence and Space. He will be replaced by Airbus Defence and Space executive Jean-Marc Nasr. Chamussy declined to comment on whether he will stay at Airbus or in what capacity. https://spacenews.com/airbus-eyes-opportunities-in-future-u-s-military-leo-constellations/