Living with Uncertainty

Define learning as a change in behavior from experience, including thinking, perceiving, and doing. Usually adaptive to the environment, but can become maladaptive and affect life chances when circumstances shift.

Explore Chris Argyris's two learning types—single-loop problem solving and double-loop learning—by examining how feedback reveals and revises assumptions, strategies, and techniques to improve outcomes.

Argyris's single-loop and double-loop learning explain why skilled professionals excel at routine tasks yet resist learning from failure, becoming defensive; examine assumptions and feedback to improve learning.

Explore culture through Edgar Schein's framework. Distinguish macroculture, microculture, and subculture across societies, organizations, professions, and academia.

Explore how Schein frames organizational culture as an iceberg with artifacts, espoused beliefs and values, and basic underlying assumptions. Examine how artifacts include narratives and materials, while assumptions guide behavior.

Explore Schein's formal definition of culture as shared basic assumptions learned while solving problems of external adaptation and internal integration, transmitted to newcomers and shaping perceptions, thoughts, and feelings.

Explore Edgar Schein's three-level model of culture by analyzing artifacts, espoused beliefs and values, and the basic underlying assumptions to understand an organization's true culture.

Examine how organizational culture and leadership intertwine to create and manage culture. Survey how shared basic assumptions confer meaning, identity, and self-esteem, and trigger anxiety and avoidance strategies.

Explore sense-making through the Cynefin framework, a method for understanding the world and guiding decisions in predictable and unpredictable contexts. Identify domains of ordered and un-ordered systems to navigate problems.

Explore four sense-making domains—obvious, complicated, complex, chaotic—and how causal relations and information availability shape understanding in predictable versus unpredictable worlds.

Use sense-making to classify problems as predictable (obvious domain) or unpredictable (complicated domain). Then apply established procedures or seek experts to achieve the best outcomes.

Move into the left-hand side of the framework, into the unpredictable and chaotic domains, by running safe-to-fail experiments, amplifying desirable patterns, squashing failures, and acting decisively to stabilize.

Examine sense-making in four domains—obvious, complicated, complex, and chaotic—highlighting sensing, analysis, and response patterns for uncertainty.

Learn how sense-making precedes decision-making by navigating disorder and the four domains, and avoid misclassifying problems between the obvious, complex, and chaotic boundaries.

Sort your challenges using the Cynefin framework, perform a granular sense-making analysis when needed, and determine which domains the elements belong to or move between.

Explore complexity through the Cynefin framework: complex systems are dynamic and non-linear, with unordered, non-repeatable causal relations, where patterns emerge but cannot be predicted from parts.

Explore why complex domains generate the most persistent challenges, and how rising global complexity, interconnected technology, and expanding individual choice intensify these uncertainties.

Explore how adding variables multiplies interactions, heightening choices and uncertainty, as incomplete data and overwhelming information erode predictability and reveal signs of complex challenges.

Explain how growing global complexity yields unprecedented challenges in the complex domain. Show that single-loop learning falters as environments change, and that past assumptions no longer reliably guide predictions.

Explore habits as patterns of thinking and acting at individual and collective levels, contrast them with unconscious assumptions, and learn to recognize and critically examine espoused beliefs and values.

Trace the origins of our habits, shaped by past experiences and instincts, and explain how single-loop learning thrives in stable environments but becomes a liability in a complex, uncertain world.

Upgrade your habits of thinking and acting to thrive in complexity. Change requires shifting networks of habits that intertwine with social and cultural structures and collective practice.

Identify which deep-rooted thinking and acting habits hinder or help you thrive in complexity, drawing on Berger’s insights, and embrace collective learning to harness collective intelligence.

Align your habits of thinking and acting with the demands of complexity to thrive and build resilience as individuals and groups in a world of rising challenges.

Explore how resilience differs from robustness, emphasizing learning capacity and adaptive change as keys to thriving amid environmental change.

People prefer the known and familiar, resisting change even when better options exist. Institutions resist change due to vested interests, creating rigidity as uncertainty grows.

Explore how complex systems gain a life of their own, becoming less predictable and more resistant to control, and embrace change by letting go of rigid assumptions.

Explore how change supports resilience by balancing stability, values, and purpose; avoid change for change's sake, and learn adaptable habits and flexible goal seeking to strengthen individual and collective effectiveness.

Shift our thinking and acting habits at individual and group levels to build resilience by embracing flexibility and collaboration, which foster trust and reduce rigidity born of fear.

Foster collaboration to drive resilience by changing deep habits in a supportive, high-trust environment, enabling shared vulnerability and extraordinary cooperation across flat structures to meet climate and pandemic challenges.

Change our thinking and acting to build resilience through flexibility and collaboration, which hinge on culture. Leaders create, manage, and even replace dysfunctional cultures to enable effective leadership and change.

Dysfunctional culture limits imagination and blocks flexible, collaborative responses to unprecedented challenges. Leaders must replace non-conducive elements with flexibility and collaboration to drive change in a complex world.

Review how resilience, adaptation, and learning address complex, unprecedented challenges by changing habits of thinking and acting through double-loop learning and culture-driven collaboration.

Develop intuition from theory to guide decisions in uncertain environments, clarifying how change happens, how to become more flexible, and how to enhance collaboration through empirically grounded theory of change.