February 4, 2019 | International, C4ISR
A key ingredient in effective teams – whether athletic, business, or military – is trust, which is based in part on mutual understanding of team members' competence to fulfill assigned roles. When it comes to forming effective teams of humans and autonomous systems, humans need timely and accurate insights about their machine partners' skills, experience, and reliability to trust them in dynamic environments. At present, autonomous systems cannot provide real-time feedback when changing conditions such as weather or lighting cause their competency to fluctuate. The machines' lack of awareness of their own competence and their inability to communicate it to their human partners reduces trust and undermines team effectiveness.
To help transform machines from simple tools to trusted partners, DARPA today announced the Competency-Aware Machine Learning (CAML) program. CAML aims to develop machine learning systems that continuously assess their own performance in time-critical, dynamic situations and communicate that information to human team-members in an easily understood format.
“If the machine can say, ‘I do well in these conditions, but I don't have a lot of experience in those conditions,' that will allow a better human-machine teaming,” said Jiangying Zhou, a program manager in DARPA's Defense Sciences Office. “The partner then can make a more informed choice.”
That dynamic would support a force-multiplying effect, since the human would know the capabilities of his or her machine partners at all times and could employ them efficiently and effectively.
In contrast, Zhou noted the challenge with state-of-the-art autonomous systems, which cannot assess or communicate their competence in rapidly changing situations.
“Under what conditions do you let the machine do its job? Under what conditions should you put supervision on it? Which assets, or combination of assets, are best for your task? These are the kinds of questions CAML systems would be able to answer,” she said.
Using a simplified example involving autonomous car technology, Zhou described how valuable CAML technology could be to a rider trying to decide which of two self-driving vehicles would be better suited for driving at night in the rain. The first vehicle might communicate that at night in the rain it knows if it is seeing a person or an inanimate object with 90 percent accuracy, and that it has completed the task more than 1,000 times. The second vehicle might communicate that it can distinguish between a person and an inanimate object at night in the rain with 99 percent accuracy, but has performed the task less than 100 times. Equipped with this information, the rider could make an informed decision about which vehicle to use.
DARPA has scheduled a pre-recorded webcast CAML Proposers Day for potential proposers on February 20, 2019. Details are available at: https://go.usa.gov/xE9aQ.
The CAML program seeks expertise in machine learning, artificial intelligence, pattern recognition, knowledge representation and reasoning, autonomous system modeling, human-machine interface, and cognitive computing. To maximize the pool of innovative proposal concepts, DARPA strongly encourages participation by non-traditional proposers, including small businesses, academic and research institutions, and first-time Government contractors.
DARPA anticipates posting a CAML Broad Agency Announcement solicitation to the Federal Business Opportunities website in mid-February 2019.
May 25, 2021 | International, Aerospace
The service plans to award a contract worth up to $490 million to a single vendor that can team with other companies to provide various counter-drone products.
November 2, 2018 | International, Aerospace, Naval
HAIFA, Israel, November 1, 2018 /PRNewswire/ -- Elbit Systems Ltd. (NASDAQ: ESLT) (TASE: ESLT) ("Elbit Systems") announced today that it was awarded a framework contract to provide maritime Unmanned Aircraft System (UAS) patrol services to be provided by the European Maritime Safety Agency (EMSA) to countries in the European Union. The contract that will be executed in cooperation with CEiiA is for a two-year base period and two single year option periods. If fully ordered, the total contract value is €59 million (approximately $68 million). Under the contract and in cooperation with CEiiA, a leading engineering company in Portugal, Elbit Systems will lease and operate its Hermes[TM] 900 Maritime Patrol and its Ground Control Station. A persistent long-range unmanned maritime surveillance system tailored for littoral and blue water operations, the Hermes 900 Maritime Patrol will feature maritime radar, an Electro Optic payload, Satellite Communication and an Automatic Identification System (AIS) receiver. Thus configured, the Hermes 900 Maritime Patrol will enable persistent monitoring of vast swathes of sea and long coastlines and effective identification of suspicious activities and potential hazards. Elad Aharonson, General Manager of Elbit Systems ISTAR Division, commented: "Having been selected by the European Union authorities is yet another vote of confidence in the Hermes 900 by following additional contract awards for this UAS in Europe, Asia Pacific, Latin America and Israel. Extensively deployed, the Hermes 900 family of UAS continuously expands its capabilities introducing the capability to operate in civilian airspace and integrating self-protection suites and stronger payloads." About Elbit Systems Elbit Systems Ltd. is an international high technology company engaged in a wide range of defense, homeland security and commercial programs throughout the world. The Company, which includes Elbit Systems and its subsidiaries, operates in the areas of aerospace, land and naval systems, command, control, communications, computers, intelligence surveillance and reconnaissance ("C4ISR"), unmanned aircraft systems, advanced electro-optics, electro-optic space systems, EW suites, signal intelligence systems, data links and communications systems, radios and cyber-based systems. The Company also focuses on the upgrading of existing platforms, developing new technologies for defense, homeland security and commercial applications and providing a range of support services, including training and simulation systems. For additional information, visit: http://elbitsystems.com, follow us on Facebook, Twitter or visit our official YouTube Channel. About CEiiA CEiiA is a Portuguese Centre of Engineering and Product Development that designs, implements and operates innovative products and services, alongside with its partners, for high-tech industries, such as, the aeronautics, unmanned aircraft systems, automotive, smart mobility, oceans and space. CEiiA offers complete solutions, covering all product development phases from concept to the production of small series or prototypes, and operation of intelligent systems and unmanned aircraft systems. CEiiA's Vision is to "Establish Portugal as a reference within the mobility industries, particularly in the development of technologies, products and systems, conceived, industrialized and operated from Portugal." This press release contains forward-looking statements (within the meaning of Section 27A of the Securities Act of 1933, as amended and Section 21E of the Securities Exchange Act of 1934, as amended) regarding Elbit Systems Ltd. and/or its subsidiaries (collectively the Company), to the extent such statements do not relate to historical or current fact. Forward-looking statements are based on management's expectations, estimates, projections and assumptions. Forward-looking statements are made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995, as amended. These statements are not guarantees of future performance and involve certain risks and uncertainties, which are difficult to predict. Therefore, actual future results, performance and trends may differ materially from these forward-looking statements due to a variety of factors, including, without limitation: scope and length of customer contracts; governmental regulations and approvals; changes in governmental budgeting priorities; general market, political and economic conditions in the countries in which the Company operates or sells, including Israel and the United States among others; differences in anticipated and actual program performance, including the ability to perform under long-term fixed-price contracts; and the outcome of legal and/or regulatory proceedings. The factors listed above are not all-inclusive, and further information is contained in Elbit Systems Ltd.'s latest annual report on Form 20-F, which is on file with the U.S. Securities and Exchange Commission. All forward-looking statements speak only as of the date of this release. The Company does not undertake to update its forward-looking statements. Elbit Systems Ltd., its logo, brand, product, service and process names appearing in this Press Release are the trademarks or service marks of Elbit Systems Ltd. or its affiliated companies. All other brand, product, service and process names appearing are the trademarks of their respective holders. Reference to or use of a product, service or process other than those of Elbit Systems Ltd. does not imply recommendation, approval, affiliation or sponsorship of that product, service or process by Elbit Systems Ltd. Nothing contained herein shall be construed as conferring by implication, estoppel or otherwise any license or right under any patent, copyright, trademark or other intellectual property right of Elbit Systems Ltd. or any third party, except as expressly granted herein. Contacts: David Vaaknin VP, Head of Corporate Communications Tel: 972-77-2946691 Cell: 972-52-8000403 david.vaaknin@elbitsystems.com Dana Tal-Noyman Manager Corporate Communications & Digital Tel: 972-77-2948809 Cell: 972-54-9998809 dana.tal@elbitsystems.com SOURCE Elbit Systems Ltd. http://ir.elbitsystems.com/phoenix.zhtml?c=61849&p=irol-newsArticle&ID=2374625
September 10, 2023 | International, Naval
North Korea has launched its first operational "tactical nuclear attack submarine" and assigned it to the fleet that patrols the waters between the Korean peninsula and Japan, state media said on Friday.