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AI Fluency: Framework & Foundations - Coggle Diagram
AI Fluency: Framework & Foundations
AI Fluency
Effective
Efficient
Ethical
Safe
The 4Ds of AI Fluency
Description
How do we communicate clearly with AI?
How you want the AI to approach task
What you want the final output to be
How you want the AI to behave
Discernment
How do we evaluate what AI Gives us?
Is the out put useful and correct?
Is AI taking the right approach?
Is the AI behavings as desired
Diligence
How do we ensure out interactions with AI is responsable, transparent and accountable?
Ensure accuracy and taking responsibilidy
Honest and transparency
Ethical use and critical awareness
Delegation
When should humans do the work and then should AI?
what do you want to accomplish?
understand goal
Know what AI system can do
How to divide work between AI and you
Three ways to interact with AI
Augmentation
AI collaboratively work together
Agency
AI works independently on your behalf
Automation
AI does work for you following explicifi instructions
Generative AI Fundamentals
Data
Code multimodal content
Articles and websites
Computation
GPUS, TPUS, etc
Cluester
Algotihms
Neural netowkrs
Transformers
Learns through 2 stages
Fine tuning
Learing to follow instructions and provide
helpful responses
Pre-training
Analyzing patterns across billios of examples
Limitations
potential for hallucinations
context window constraints
knowledge cutoff dates
AI Contextx Window
AI Responses
Any other info you've shared
Your prompt
Delegation
Platform Awereness
Knowing what different AI systems can do
Task Delegation
strategically dividing work (yourself and AI)
Where augmentation create more value
than working separately?
Problem awareness
Understanding your goal
Description
3 main components
Process Description
Guiding how the AI approaches your request
Performance description
Defining how you want the AI to behave during your collaboration.
Product description
Clearly defining what you want the AI to create
Effective prompting techniques
Specify constraints
Break complex tasks into steps
Show examples
Ask the AI to think first
Give context
Define the AI's role or tone
IMPORTANT
Ask AI to improve your prompt
Discernments
helps you evaluate whether what you receive meets your needs.
3 types
Process Discernment
Assessing how the AI approached the task
Performance Discernment
Evaluating how the AI behaved during the interaction itself
Product Discernment
Evaluating the quality of AI outputs
Diligence
addresses ethical and safety aspects that are equally crucial.
Components
Transparency Diligence
Being open about AI's role in your work
Deployment Diligence
Taking ownership for AI-assisted outputs you share with others
Creation Diligence
Being thoughtful about which AI systems you choose and how you work with them