Workflow Principles

Workflow Principles

7 principles to frame how we think about Humans + AI workflow. Click on the image for the full size pdf. Value Everyone has unique and valuable abilities Augment The best use of AI is to amplify people’s capabilities Skills We need to learn how to use AI effectively...
Mapping Intelligence

Mapping Intelligence

A map of definitions of intelligence, human and machine. Click on the image for the full size pdf.   The advent of next-generation “Artificial Intelligence” demands clarity on what we mean by “intelligence”, human or other. Here we map a variety of definitions...
Decision Structures

Decision Structures

A set of frameworks for how Humans and AI can best collaborate in making decisions. Click on the image for the full size pdf. Decision types Strategic Tactical Routine Micro Factors in use of AI Complexity Impact Frequency Decision clarity Data availability Volatility...
Value from Artificial Intelligence

Value from Artificial Intelligence

A framework to support strategic discussions by boards and executive teams about the role of AI in their strategy and success. See more on strategy facilitation. Click on the image for the full size pdf. GOVERNANCE Design to complement humans Explainability and...