Monthly Archives: December 2014

Prediction in the face of Deep Uncertainty

So what about prediction? What is the difference between a backward-looking approaches to decision-making and an anticipatory forward-looking ones (discussed here)? It’s partly about the difference between probability (and risk) and possibility (and deep uncertainty) and partly about people’s assumptions … Continue reading

Posted in Agent-based modelling, Change, Contextual complexity, Experienced complexity, Possibilities, Prediction, Transformation | 2 Comments

Limits to modelling – Godel’s Incompleteness theorem

Agent-based modelling is often hailed as a way of modelling the future, predicting outcomes in social situations. But there are both hard limitations on what you can predict with modelling, and a lack of understanding of those limitations.This post examines … Continue reading

Posted in Academic complexity, Adaptation, Agent-based modelling, Appropriateness, Complexity-worthiness, Godel's Incompleteness Theorem, Modelling, Prediction, Probability, Risk, Transformation, Transition | 1 Comment

Possibility, Risk Asessments and dealing with Possible Futures

There is a fundamental flaw in most risk assessments – they are based on past data. That means that they are useless in the face of crises or deep uncertainty, in ambiguous situation or when faced with so-called ‘zero-day’ events. … Continue reading

Posted in Adaptation, Appropriateness, Change, Complexity-worthiness, Organisational forms, Possibilities, Prediction, Probability, Risk, Transformation, Transition | Leave a comment