A Wicked Framework for Wicked Problems
A wicked problem is a complex issue that is difficult to define and has no clear solution. Wicked problems emerge in systems loaded with uncertainty. We can begin taming wicked problems when we understand at least six kinds of uncertainty.
The Scientific Method in Product Innovation
The Innovation Vortex effectively encapsulates the scientific process, making it an innovation model that looks remarkably similar to pictures that visualize the scientific model.
The Experience Generator
The Experience Generator is the AI pattern for crafting rich, multisensory, and interactive experiences.
The Support Automaton
The Support Automaton is the AI pattern that can revolutionize customer service by automating interactions and streamlining issue resolution processes.
The Decision Optimizer
The Decision Optimizer is how we call the AI pattern for identifying optimal solutions, configurations, and strategies when dealing with complex systems and problems.
The Predictive Oracle
The Predictive Oracle is the AI pattern that leverages advanced modeling and simulation techniques to forecast trends, predict outcomes, and test hypotheses across various domains.
The Data Synthesizer
The Data Synthesizer is the AI pattern that specializes in creating synthetic data for various applications.
The Knowledge Gatherer
The Knowledge Gatherer is our name for the AI pattern that deals with collecting, analyzing, and synthesizing vast amounts of information from diverse sources.
The Personal Weaver
The Personal Weaver is the name we give to the AI pattern that crafts personalized content, recommendations, and experiences for individual users at scale.
The Interactive Companion
The Interactive Companion is an AI pattern that engages users in natural language interactions, offering personalized assistance, information, and guidance.
The Content Guardian
Utilizing advanced natural language processing, image recognition, and behavioral analysis techniques, AIs can swiftly identify and address problematic content at scale.
The Art Critic
The Art Critic is the AI pattern that serves as an astute evaluator of creative works, offering insightful feedback to artists, writers, musicians, and other creators.
The Iterative Sculptor
The Iterative Sculptor combines human purpose with AI capabilities, fostering a collaborative, interactive environment for enhanced creativity.
The Content Transformer
The Content Transformer is the name we use for the pattern that deals with transforming, enhancing, and reimagining existing content across diverse formats and mediums.
The Content Creator
The Content Creator is an AI pattern that serves as a versatile creative assistant, capable of generating and co-creating original content across various mediums.
The Design Innovator
The Design Innovator is the AI pattern that collaborates with humans to transform creative ideas into tangible prototypes and optimal solutions.
The Inspirational Catalyst
The Inspirational Catalyst is our term for the AI pattern that fuels inspiration across many domains. Combining human creativity with AI-generated ideas helps overcome creative blocks and explore new possibilities.
The Purpose of Pattern Languages
Pattern languages aim to make the design and development of complex and context-dependent solutions more effective and collaborative.
32 Key Concepts in Systems Thinking and Complexity Theory
Systems thinking and complexity science offer a solid foundation for Lean, Agile, and other modern approaches to organizational design and development.