DataShapes AI

AI-powered signal and waveform intelligence is creating the hyper-enabled operator. Join us at SOF Week in Tampa to learn more as we reinvent what AI can do. If you'll be in Tampa, be sure to stop by booth #341 and reach out to Logan D. Selby, PhD, Joe Edwards, and Kevin Larrabee to get connected. #electronicwarfare #military #ai #tech #artificialintelligence

"The Observation and Sensing System (OSS) will detect, classify, and identify targets fusing Artificial Intelligence and Machine Learning (AI/ML) to alert security forces of activity and coordinate response force as appropriate... [and] will utilize on-board edge computing" The United States Department of Defense is paying close attention to the Russia-Ukraine War and how important the electromagnetic spectrum has become. Spectrum Intelligence and Edge AI are the next big technological advantage. Read more here: https://lnkd.in/eVRi2BYX #ai #technology #artificialintelligence #auditableAI #edgecomputing #military

The United States Department of Defense has advanced its electromagnetic spectrum (EMS) capabilities since the Center for Strategic and International Studies (CSIS) published this article in 2016 To continue the progress, we believe Edge AI will significantly enhance the future of EMS superiority. By deploying AI capabilities directly at the tactical edge, it enables real-time decision-making and faster responses to emerging threats. This allows AI to analyze vast amounts of EMS data on the spot, providing insights to operators and giving options to counter adversarial actions almost instantaneously. Integrating edge AI (with auditability) into our defense systems is crucial for maintaining situational awareness, protecting critical capabilities, and achieving strategic advantages across all warfighting domains. Edge AI isn't just a technological upgrade; it's a strategic necessity for ensuring EMS superiority. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #edgecomputing #military

Cognitive Electronic Warfare (CEW) represents a significant advancement in electronic warfare. It enables operators to adapt to evolving electronic threats by coupling sensors/effectors with AI and machine learning technologies. This not only enhances situational awareness but can automate critical decision-making processes. The approach reduces the cognitive burden on operators and improves our forces' stealth, protection, and safety. As advanced AI continues to be integrated into the electromagnetic spectrum, CEW leads the way in modern defense technologies, ensuring our systems are smarter, faster, and more resilient. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #edgecomputing #military

"Lawmakers have voiced concerns about potential threats posed by adversaries’ maritime drones operating in U.S. waters and near American military facilities. They’ve suggested the Pentagon may need to procure new tools to counter those types of systems." Uncrewed vehicles, such as aerial drones or uncrewed underwater vehicles (UUV), typically use radio frequencies to transmit video or data back to a control station within the electromagnetic spectrum. However, when an adversary operates a UUV nearby as described in the article, they can pose a serious threat to operations. To mitigate this risk, AI-powered anomaly detection in the electromagnetic spectrum is crucial. By continuously monitoring the spectrum, AI can identify unusual patterns or signals that suggest the presence of an adversary’s UUV. Detecting these anomalies early allows you to take evasive actions, jam communications, or deploy countermeasures to protect your mission. Incorporating Edge AI into spectrum intelligence not only enhances situational awareness but also provides a strategic advantage, enabling safer and more effective operations in contested environments. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #edgecomputing #military

Generative AI and Edge AI serve distinct, critical roles but with vastly different requirements. While generative AI demands immense computational power and vast data sets typically processed in centralized data centers, AI on the edge thrives on efficiency, speed, and low latency. Edge AI operates in real-time, often in remote or resource-constrained environments, processing data locally to deliver immediate insights. While generative AI is incredibly powerful, this divergence highlights the need for specialized solutions tailored to each environment's unique demands. As technologies continue to advance, understanding these differences will be crucial in optimizing AI applications across sectors like defense or telecommunications where the balance between power and efficiency can define success. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #zerotrustdata #datasecurity #edgecomputing #military

"Resnick said he approved three pilot programs... to develop a plan that would allow for all the necessary conversions and interpretations to process any data tagging and labeling standard in an understandable, repeatable way. The core principle behind Zero Trust is the assumption that malicious actors may have already infiltrated your network. To counter this, the architecture emphasizes strict encryption, robust authentication, and continuous verification of every user and device. As AI, edge computing, and advanced cybersecurity practices continue to evolve, the opportunity to build a highly secure and resilient system has never been greater. By embracing a Zero Trust architecture, organizations can substantially enhance their defense posture, staying ahead of ever-evolving cyber threats and ensuring their systems are secure and modern. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #zerotrustdata #datasecurity #edgecomputing #military

The U.S. Department of State is all-in on AI. What's their strategy? Here are their 4 stated goals: 1. Leverage Secure AI Infrastructure 2. Foster a Culture that Embraces AI Technology 3. Ensure AI is Applied Responsibly 4. Innovate These goals are interconnected, though their success depends on capable, secure, and trusted technologies. The results generated by AI are already showing, however. In a recent report, the State Department stated that saved over 600 labor hours on a single project while also improving the quality. From the State Department to the United States Department of Defense and international allies, AI is being fully embraced as more success stories emerge. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #defensetech #edgecomputing

We're excited to welcome Danny Brady to the AI Team as our new Lead Machine Learning Engineer! 🚀 Danny has years of experience as a software developer and data scientist across several industries, including finance, consulting, esports, and geospatial intelligence. Most recently he ran the Machine Learning Operations team at BlackSky, designing and deploying training data ETL pipelines, computer vision model training, and inference workflows. Danny is a double Wahoo, with a degree in computer engineering and a Masters in Data Science from the University of Virginia. UVA School of Data Science Also, he has been an active member of the Seminole Trail Volunteer Fire Dept. for almost 19 years! 👨🚒 🚒 As we continue to develop new capabilities for our Edge AI and RF Spectrum Intelligence products, we’re confident that his skills will be instrumental in continuing to drive innovation forward. Join us in welcoming Danny to the team! 🎉 #ai #technology #artificialintelligence #edgecomputing

Our team just wrapped up at Fort Eisenhower with the Army Futures Command for Cyber Quest 2024. The US Army's goal for the event is to test and field new technologies that address specific challenges they face. Here, we demonstrated how our GlobalEdge AI software solution can: 1. Embed on existing hardware and edge devices 2. Detect unknown signals and waveforms 3. Classify and categorize those previously unknown signals 4. Provide real-time, insights on the RF spectrum The AI-driven insights were used by specialists and non-specialists to rapidly interpret the invisible electromagnetic spectrum. In an era where adversary EW capabilities are increasingly sophisticated, accelerating the spectrum intelligence process from months to seconds like this through AI and edge devices is crucial. We're proud to contribute to advancing Edge AI and spectrum intelligence! Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #auditableAI #defensetech #edgecomputing #military