PowerPoint slides from Speaker at Artificial Intelligence Innovation Summit

1. ChatGPT
Prompt
Strategies
JoshCavalier.ai
Josh Cavalier

2. Josh Cavalier
Founder, JoshCavalier.ai
L&D Professional - 29 Years
Training Business Owner - 20 Years
Fortune 1000 EdTech Consultant
AI Coaching & Workshops
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3. Natural
Language
Processing
(NLP)
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4. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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How do I cook a smoked potato salad?

5. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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how do i cook a smoked potato salad

6. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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"how", "do", "i", "cook", "a", "smoked", "potato", "salad"

7. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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"how", "do", "i", "cook", "a", "smoked", "potato", "salad"
[0.1, 0.8, 0.3]
[1.24, 0.44,
1.04]
[0.61, -0.22,
1.01]
[0.34, -0.69, 0.04]
[-0.86, -0.55, -0.56]
[-0.66, 0.08, -0.86]
[-0.18, 1.16, -0.48]
[0.46, 1.05, 0.76]

8. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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how
do
i
cook
a
smoked
potato
salad
[0.1, 0.8, 0.3]
[1.24, 0.44, 1.04]
[0.61, -0.22, 1.01]
[0.34, -0.69, 0.04]
[-0.86, -0.55, -0.56]
[-0.66, 0.08, -0.86]
[-0.18, 1.16, -0.48]
[0.46, 1.05, 0.76]
Neural Network Layers
Weights
Biases
Activation Functions

9. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 9
how do i cook a smoked potato salad

10. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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"smoked", "potato", "salad", "is", "a", "delicious", "twist",
"on", "the", "classic", "potato", "salad"

11. How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
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Smoked potato salad is a delicious twist on the classic potato salad.
The smoky flavor adds a unique depth to the dish that's sure to
impress your guests. Here's a simple recipe for a smoked potato
salad:

12. Freeform vs. Structured Prompts
Freeform Prompt Structured Prompt
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13. Structure:
Freeform Prompt
Role
Task
Instructions

14. Structure:
Freeform Prompt
Role
Task
Instructions

15. Structure:
Freeform Prompt
Role
Task
Instructions

16. Prompts that will Double Productivity
Text Correction
Text
Classification
Text
Summarization
Generate Text
Named Entity
Recognition
Question
Answering
Language
Translation
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17. Prompt Sequence
Prompt
Result
Prompt
Result
Prompt
Result
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Role, Task, and Instructions are
placed in temporary memory
Prompt again to create additional workflow
outputs while ChatGPT is "tuned"
Continue creating prompts while taking
advantage of memory and tuning

18. JSON
JSON (JavaScript Object Notation)
{
"Task": "Play the Space Adventure Game",
"Task_Rules": [
"The first Response should be "Welcome to the Galactic Cruiser Andromeda. You
are in the Docking Bay." Act as the Role and describe the room. Wait for user
response. Do not comment or explain.",
"As the user moves from module to module, act as the Role and describe the
user's current module and the items in the module. Descriptions should be 300-
500 words each.",
"At the start of the game, hide a treasure in a random module. Provide clues that
lead to the treasure. During the course of the game, the user must locate a
quantum key that will unlock the treasure." ]
}
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19. New ChatGPT Features
Code Interpreter
Bing Search ChatGPT Plugins
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20. Free 150+ Prompts for Education File:
ChatGPT Masterclass:
AI Workshops for Your Team:
go.joshcavalier.com/prompts
go.joshcavalier.com/masterclass
go.joshcavalier.com/calendar