Humans + AI resources > Humans + AI: Macro Workflow Roles

Humans + AI: Macro Workflow Roles

The major roles that Humans and AI play in high-value workflow.

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AI

Generation

Writing, Image and video creation, Code, Outlines, Logic, Reasoning

Ideation

Ideas, Options, Scenarios, Recommendations 

Challenges

Critiques, Alternative perspectives, Counter-arguments, Assumptions, Interpretation

Analysis

Categorization, Evaluation, Debugging, Problem solving, Forecasts, Decision factors

Adaptation

Contextualization, Summarization, Translation, Tailored explanations 

Information

Information retrieval, Information presentation, Fact sourcing

Refinement

Improvement, Alternatives, Iteration, Expansion, Clarification

 

Humans

Framing

Objectives, Understanding, Context, Parameters, Standards, Compliance

Assessment

Judgment, Quality control, Relevance, Validation, Alignment, Bias, Ethics

Curation

Option choice, Filtering responses, Workflow selection, Prioritization

Synthesis

Sense-making, Understanding, Perspective, Wisdom

Networks

Expert perspectives, discussion, collaboration, collective intelligence

Engagement

Empathy, Communication, Relationships, Influencing, Rapport

Feedback

Input to AI models, Fine-tuning, Usage patterns, Optimization