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GenAI for Leaders - Coggle Diagram
GenAI for Leaders
Risks
Bias
Data Privacy
Hallucination
Regulatory Compliance
Intellectual Property
Framework
Stages
Rest => Crawl => Walk => Run => Sprint
Dimensions
Pick Task level to have tangible benefits
ROI
KPIs
$
Productivity
Quality improvement
Time to Value
Time to Implement
Time to Measure
Layers of GenAI adoption
Foundation
Hardware, Models
Apps
APIs, Finetuning, RAG, MLOps
AI as a Service
Subscribing to ChatGPT service
Jagged Technological Frontier
Tasks within the frontier
Productivity gains &
Better quality results
Tasks outside the frontier
Productivity loss and quality degraation
AI
Machine Learning
[Statistical (based on data)]
Labeled Dataset - Classification
(eg FaceId)
Unlabeled dataset - Clustering
(eg Spotify recommendation system)
Mixed labeled & unlabeled
Reinforcement
Learning through Trial and Error
Generative
Generate original output
Automated reasoning
(Rule based system)
Expert System
(eg Deep Blue)
Planning
(eg Pac-Man)
AI Definition
AI is a System
doing Human thing.
Price of GenAI Solution