Human-led Machine Learning & Advanced Threats: Case Method Inquiry and Visual Analytics Applied to COVID-19

In a pervasive and complex information environment, analytics are vital to understanding advanced threats. As we rely more on machine-learnt results, asking the right questions and visualizing deep analysis are key to grasping and solving problems. These skills are also vital 21st century leadership tools that can forge a common focus among otherwise stove-piped specialists.

The COVID-19 pandemic presents an urgent threat that requires both scientific understanding and decisive leadership. The cause of the disease is SARS CoV-2, a mutating virus that thrives in conditions difficult to control at scale. To counter this threat, this article demonstrates in detail the potential of human-led case method and machine-provided visual analytics.

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Artificial Intelligence in the Operational Information Environment: The Need for Proactive Doctrine

Joint operations doctrine omits the agency of artificial intelligence (AI) in the operational information environment, which is a problem. This commentary discusses why, and recommends effective changes. Key points are as follows. AI is becoming an autonomous cause of unanticipated effects. Humans are not the most effectively intelligent actors in all environments, yet our doctrine draws lessons from the past rather than anticipating emergent futures. Machines currently excel in experience-based learning and can discover relationships in data that we cannot discern. Humans can intuit, deceive, somewhat control, and manufacture and destroy machines. In time, AI will be able to perform those cognitive, informational and physical functions as well. As out-thought becomes out-fought, we need proactive doctrine now.

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Streamlining and Revitalizing the US Hypersonic Weapon Investment Strategy

The current DoD hypersonic weapon investment strategy is untenable over the next three to four years which will widen the capability gap with Russia and China.  The investment strategy needs to be streamlined based on acquisition, test, and fiscal realities to field a hypersonic weapon by 2023.  In order to enable success, the DoD should begin to consolidate the hypersonic weapon efforts to one per service to help alleviate budgets, focus requirements, and reduce competition at test facilities.

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OODA Point: The Requirement for an Airman’s Approach to Operational Design (Part I)

By: Dr. Jeffrey Reilly Approximate Reading Time: 15 Minutes Abstract: The ability to make and execute timely and effective decisions

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Tackling Tomorrow’s High Value Airborne Assets Anti-Access/Area-Denial Problem – Part Two

In Part One of a two-part series, the author describes the threat that Anti-Access/Area-Denial weapons pose to current Iron Triad operations. Part Two will discuss solutions that use current technology to overcome future capabilities.

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Tackling Tomorrow’s High Value Airborne Assets Anti-Access/Area-Denial Problem – Part One

In Part One of a two-part series, the author describes the threat that Anti-Access/Area-Denial weapons pose to current Iron Triad operations. Part Two will discuss solutions that use current technology to overcome future capabilities.

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The Undersea is a Discrete Operational Domain

The maritime domain as defined by joint doctrine is overly broad in concept and does not accurately capture the opportunities and vulnerabilities presented in the undersea.

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Fighting the Wrong Fight

The US has a problem on her hands, and the emerging answers fail to address the real problem. While military

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Contested Skies: Our Uncertain Air Superiority Future

Western air power has traditionally dominated the skies. In the future, we need to be able to counter potential adversaries’ use of the air.

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A2/AD: Translating for the Warfighter Using Operational Art

Founded in concepts and strategy, conflict in an A2/AD environment has yet to bridge the gap to manifest itself in operational art, preventing the Joint Force from converting the idea into tactical tasks and stifling operational agility and coherence in future conflict.
By Maj. Mike “Pako” Benitez

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