Every day, hundreds of chat messages flows among the controllers of the 618th Air Rations Parases Center (AOC) of pilots, crews and air mobility commands. These controllers direct a thousand-wide fleet of the aircraft, to determine which routes to fly, the variables, sorcery, for how long will it be fueled or loaded, or who can fly that mission. Their Mission Planning U.S. Allows the Air Force to respond quickly to national security needs around the world.
“For example, it takes a lot of work to get a missile defense system worldwide, and this was done by phone and email. Now, we are using chat, which creates artificial intelligence opportunities to enhance our workflow,” says Kernel Joseph Monaco, the director of the 618th AOC strategy.
The 618th AOC is sponsoring the Lincoln Laboratory for the development of this artificial intelligence equipment, through a project called Transition (CATT) for transition AI technology.
During a visit to the Lincoln laboratory at the 618th AOC headquarters at the Scott Air Force Base in the Scott Air Force Base, Colonel Monaco, Lieutenant Colonel Tim Hutton, Lieutenant Colonel Monaco, Lieutenant Colonel Tim Hutton and Captain Laura Queitikit, met with laboratory researchers to discuss Seat. CATT AI Technol .Gee is part of the widespread efforts to infect the main Air Force modernization initiative, called the mobility readiness growth (NITMRE) for the information technology of the next payout.
The AI is being used in this project is a natural language processing (NLP), which allows models to read and process the human language. The researcher of the AI technology and systems of the Lincoln Laboratory, which is leading the project, is using NLP to create a map of chat conversations, chat conversations, relieves, to regain and cite and cite and refer to it. ” Contains a suit of tools taking advantage of the seat NLP.
One of the most mature tools, a summary of the subject, trending topics from chat messages is Racts and highlights complex conversations and emerging issues in a user-friendly display to those subjects. For example, the trending topic can read, “crew members missing the Congo visa, the possibility of delay.” The entry shows the number of chats related to the topic and summarizes the bullet points, which are the main issues of the conversation, attaching back to special chat exchanges.
Monaco says, “Our mission is very time -dependent, so we have to synthesize a lot of information quickly. This feature can really hint at us where we should focus.”
Another tool in production is a semantic invention. This tool improves on the search engine of the chat service, which currently gives empty results if the chat messages do not contain every word in the query. Using a new tool, users can ask questions in the natural language format, such as why a particular plane is delayed, and achieves intelligent results. “It includes a search model based on the neural network that can understand the objective of the user of the query and move beyond term matching,” says Vandam.
The purpose of other development tools is to automatically add the amount of ground time needed to remove certain types of cargo from the plane, and summarize the main processes of regulatory documents as a guide to operators, to ensure users are considered related to their skills.
The CAIT project developed with the three-sector efforts between DAF-MIT AI Accelerator, MIT, Lincoln Laboratory and Air Force Department (DAF), which for the development and transition of AI algorithms and systems to advance both DAF and society. “Through our involvement in the AI accelerator by the Nightmare project, we realized that we could innovate something with all the unstructured chat information in the 618th AOC,” says Hutton, “Hitton says.
Laboratory researchers forward the prototypes of their CITT tools, they have begun to transfer them to the Software Fatware provider of the Defense Department, the 402nd Software Fatware Engineering Group. The group will implement the equipment in the operational Software Fatware environment used by the 618th AOC.
