BANI
Updated 2026-08-10
INTRODUCTION
English translation pending.
CORE DEFINITION
BANI is a framework describing conditions that the older VUCA vocabulary no longer captures. Brittle systems look solid until a shock shatters them; anxiety follows from constant uncertainty; non-linearity means causes and effects are no longer proportionate; and incomprehensibility describes overload in which information no longer yields understanding. Each condition suggests a matching response: resilience against brittleness, empathy against anxiety, adaptability against non-linearity, and intuition against incomprehensibility. The four conditions usually appear together rather than one at a time.
SCAFFOLDING EFFECT
Reduce cognitive load
- Name the condition: decide whether the situation is brittle, anxious, non-linear or incomprehensible. - Match the response: apply resilience, empathy, adaptability or intuition to that condition. - Expect the mix: assume several conditions are present at once rather than one alone.
Anchor fast decisions
Under the conditions BANI describes, the connections that made systems stable and predictable have weakened. Brittleness means the appearance of strength masks hidden dependencies, so a small shock propagates into collapse; anxiety follows when people cannot form reliable expectations; non-linearity breaks the assumption that a small cause has a small effect; and information overload produces incomprehensibility rather than clarity. Because these conditions reinforce one another, responses must build capacity to absorb shocks and to act without complete understanding.
MINIMUM ACTION
In progress 0/1Practice this model in one real situation:
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Source support: Explicit
- en.wikipedia.orghttps://en.wikipedia.org/wiki/Jamais_Cascioverified
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