Defense Advanced Research Projects AgencyTagged Content List

Data Analysis at Massive Scales

Extracting information and insights from massive datasets; "big data"; "data mining"

Showing 10 results for Data + Tech-Foundations RSS
A mantra of these data-rife times is that within the vast and growing volumes of diverse data types, such as sensor feeds, economic indicators, and scientific and environmental measurements, are dots of significance that can tell important stories, if only those dots could be identified and connected in authentically meaningful ways. Getting good at that exercise of data synthesis and interpretation ought to open new, quicker routes to identifying threats, tracking disease outbreaks, and otherwise answering questions and solving problems that previously were intractable.
DARPA published its Young Faculty Award (YFA) 2018 Research Announcement today, seeking proposals in 26 different topic areas—the largest number of YFA research areas ever solicited.
Over its 60-year history, DARPA has played a leading role in the creation and advancement of artificial intelligence (AI) technologies that have produced game-changing capabilities for the Department of Defense. Starting in the 1960s, DARPA research shaped the first wave of AI technologies, which focused on handcrafted knowledge, or rule-based systems capable of narrowly defined tasks. While a critical step forward for the field, these systems were fragile and limited.
Throughout DARPA’s history, artificial intelligence (AI) has been an important area of groundbreaking research and development (R&D). In the 1960s, DARPA researchers completed some of the foundational work in the field, leading to the creation of expert systems, or the first wave of AI technologies. Since then, DARPA has funded developments in the second wave of AI – machine learning – which has significantly impacted defense and commercial capabilities in areas such as speech understanding, self-driving cars, and image recognition.
March 6-7, 2019,
Hilton Alexandria Mark Center
DARPA has long been a leader in the field of artificial intelligence, establishing the foundations of the field and leading creation of expert systems, and then supporting the expansion of machine learning. The agency’s most recent investments — undertaken as part of DARPA’s $2 billion AI Next campaign — are supporting a shift in AI systems from tools alone to trusted, collaborative partners in problem solving. To increase awareness of DARPA’s expansive AI R&D efforts, the agency is hosting an Artificial Intelligence Colloquium (AIC) in March 2019. The event will bring together the Department of Defense research community and stakeholders to learn more about DARPA’s current and emerging AI programs, and discover how the technologies in development could apply to diverse missions.