No Way Out

Outmaneuver Complexity: AI Gold Rush 2.0 & Adaptive Capacity with David Woods, PhD


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What happens when our increasingly interconnected systems face unexpected challenges? Dr. David Woods, pioneer of resilience engineering, explores how organizations can build the adaptive capacity needed to survive in an age of growing complexity.

Drawing from decades studying high-risk industries, Woods frames our current technological moment with historical perspective. The "second AI gold rush" unfolds with familiar patterns – promising seamless automation while overlooking the inevitable new complexities and vulnerabilities that emerge. Through compelling examples from Boeing's 737 MAX disasters to financial system collapses, he demonstrates how brittle systems eventually break when organizations prioritize short-term productivity over long-term resilience.

Woods introduces core principles of adaptive organizations – graceful extensibility, the capacity to reconfigure and reprioritize under pressure, and the critical ability to anticipate approaching saturation points before collapse occurs. He challenges the linear thinking that dominates most organizations, explaining why reframing – updating our mental models to match changing reality – proves so difficult yet essential for survival.

Whether you're navigating organizational challenges, interested in the future of human-AI collaboration, or seeking to understand resilience in an uncertain world, this episode provides essential frameworks for thinking differentl

John R. Boyd's Conceptual Spiral was originally titled No Way Out. In his own words: 

“There is no way out unless we can eliminate the features just cited. Since we don’t know how to do this, we must continue the whirl of reorientation…”

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John Boyd’s Conceptual Spiral was originally titled “No Way Out.” In his words:

“There is no way out unless we can eliminate the features just cited. Since we don’t know how to do this, we must continue the whirl of reorientation…”


Download a complete transcript of Conceptual Spiral for free by clicking here.

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    • Long-form work on John Boyd, Orientation, and how to think and act inside the Guerrilla Information War.

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No Way OutBy Mark McGrath and Brian "Ponch" Rivera

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