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Home > Technology And Cybersecurity Due Diligence Sensemaking
The American energy sector sits at a crossroads. The industry that powers the world’s largest economy is now being reshaped by the technology it helped make possible. Artificial intelligence is moving from pilot projects to production systems across oil and gas exploration, power generation, grid management, and renewable energy operations. The companies that figure out…
Why Patching Vulnerabilities Is No Longer Enough: The Case for Patterns-of-Life Cybersecurity By David A. Bray, PhD and Jeff Frazier The cybersecurity challenges posed by AI-empowered adversaries and increasingly sophisticated multi-stage attacks are not going to disappear. And while Anthropic’s Claude Mythos and Project Glasswing represent remarkable advances in AI-driven vulnerability discovery, relying solely on…
The financial sector’s AI acceleration story is ultimately about more than banking, markets, or digital payments. It is about the emergence of a new operational architecture for global economic coordination.
There is little doubt that China has matured into a full-spectrum cyber power. A recent analysis concludes that across sophistication, scale, stealth, and strategy, China should be regarded as a peer competitor.
Between 2021 and 2025, healthcare, cybersecurity, and the financial sector became live operational laboratories for accelerating artificial intelligence. What emerged is a new operational environment.
Manufacturing has always run on precision, repetition, and scale. Those same qualities make it a natural fit for artificial intelligence. AI has always been discussed in manufacturing, but the conversation has shifted. Increasingly it is about speed and diffusion of AI in service to outcomes in manufacturing. The question now is how fast manufacturing firms…
We are seeing key insights that boards and CEOs need to internalize: the shift to probabilistic agents running at machine speed, humans optimizing solely for efficiency, and autonomous systems operating without human oversight.
Our methodology for assessing organizational use of AI is the AI Acceleration Quotient. This post describes how to do repeatable standard assessments of AI using the same professional methodologies we use at OODA.
Accelerationism is a system condition in which technological, geopolitical, economic, and social forces collide faster than institutions can adapt. This geopolitical conflict analysis is now visible in real time through the unfolding Iran conflict.
A recent OODA Network survey on Compounding Accelerations reflects a network actively grappling with the convergence of multiple high-velocity forces and the growing realization that risk is no longer linear, isolated, or slow-moving.
The recent U.S.-Iran conflict has proven that cyberspace is not always a supporting domain, but one that could be decisive for victory.
Co-authored by R “Ray” Wang, Vala Afshar, and Dr. David Bray Editor’s Note: This article represents the second OODA Loop collaboration among R “Ray” Wang, CEO of Constellation Research; Vala Afshar, Chief Digital Evangelist at Salesforce; and Dr. David Bray, Chair of the Accelerator and Distinguished Fellow at the Stimson Center. Executive Summary: Two days…
Over the course of the monthly meeting discussion, network members reached a consensus based on the implications of Mythos and Project Glasswing: the next 12–36 months will define whether organizations can re-architect fast enough to avoid systemic cyber and economic disruption – or whether they will learn through failure at scale.
By Trent R. Teyema, DSc and David Bray, PhD The Strategic Shift: From Software Defense to Hardware Verification The cybersecurity landscape is undergoing a fundamental transformation. How can organizations verify the integrity of the technology infrastructure they depend on when adversaries have moved beyond software exploits to compromise the silicon itself? We are witnessing a…
By Vala Afshar, R “Ray” Wang”, and David Bray, PhD As AI-generated employees infiltrate workforces, hardware arrives pre-compromised, and nation-states deploy Cold War tactics against corporations, organizations need a unified approach that works across security, operations, and leadership. Editor’s Note: This article represents the first OODA Loop collaboration among R “Ray” Wang, CEO of Constellation…
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