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.

Read more

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.

Read more

Is the USAF Effectively Embracing the Challenge of Executing Multi-Domain Operations?

The United States Air Force (USAF) needs to empower lower level leaders and operators to effectively execute Multi-Domain Operations (MDO) in a future conflict with a peer adversary. This requires significant changes in training, doctrine, and culture.

Read more

Modernizing C2 of ISR – Part 2: Breaking ISR’s Industrial Age Chains

Theater-level ISR C2 must be modernized to ensure the Joint Force is prepared for a complex future and can achieve multi-domain success.

Read more

OTH Video: Interview with Lt Gen Jeff “Cobra” Harrigian

At the end of the day it’s about killing and surviving. To do that, we’ve got to go faster and think beyond just air, space, and cyber.

Read more

Lt Gen Deptula Remarks – OTH Speaker Series – Aerospace Power in an Age of Uncertainty

Retired Lt Gen David Deptula shares his thoughts on the future of warfare-in particular, aerospace power in an age of uncertainty.

Read more

Interview with Lt Gen (Ret.) David Deptula: Part 3

In an interview, Lt Gen David Deptula (Ret) shares his perspective on current and future challenges for USAF leaders and joint operations.

Read more

Interview with Lt Gen (Ret.) David Deptula: Part 2

Lt Gen David Deptula (Ret) shares his perspective on the Combat Cloud, ISR, and the need for airmen to serve as joint warfighting commanders.

Read more

OTH Interview of Lt Gen David Deptula, USAF (Ret): Part 1

In an interview, Lt Gen David Deptula (Ret) shares his perspective on current and future challenges for the USAF leaders and the Joint Force.

Read more

Drop Zone: OTH Interview with Lt Gen David Deptula, USAF (Ret.)

In a candid interview, retired Lt Gen David Deptula, shares his perspective on current and future challenges for USAF leaders and the Joint Force.

Read more

Drop Zone: Modernizing ISR C2

The forthcoming series of articles explores a future ISR C2 realm centered on multi-domain speed, agility, and flexibility enabled by a multi-domain maneuver concept of operations.

Read more