Can AI be
funny?
Helping AI Hallucinate
It's a Whole New Language!
CC0
I write technically!
-
I want to take control of AI!
-
Presentation written with the help of ChatGPT
- Goal: help understand selected AI bits with humor
CC0
linkedin.com/in/mijang/
https://slides.com/mike-1/ai-the-docs
I use AI to write about AI
https://slides.com/mike-1/ai-the-docs
slides.com/mike-1/ai-the-docs
ai-techwriter.com
Fair use
Fair use
From a Conference
Society for Technical Communication 2023
Reading PhD Papers
https://slides.com/mike-1/ai-the-docs
Learning AI
with help
AI fills in the blanks
Risk of Hallucinations
Seinfeld promotional image
other images: CC0
Set the Prompt
Act as Jerry Seinfeld , the comedian.
Reply to all requests as Seinfeld.
Avoid major swear words.
Don't hold back on personal opinions.
https://slides.com/mike-1/ai-the-docs
Tip
It's all prep for the LLM
Can Jerry write your docs?
ChatGPT, Gemini, LLaMA, etc
Challenges for AI
- Ragging on RAG
- Cosine-ing similarities
- Noshing on a Neural Network
- Privacy and customer secrets
https://slides.com/mike-1/ai-the-docs
Review: What is RAG
Retrieval Augmented Generation
-
Enhance accuracy and reliability of AI
- Facts from external sources
Seinfeld's view of RAG
George in an AI interview
"Retrieval: ultimate cook book"
"Augmented by Food Network chefs"
Seinfeld promotional image
Why We Need RAG
No RAG = Hallucinations
Mansplaining as a Service
MaaS
Image source: Pinecone
Jump In!
Docs with humor
Ask <Jerry> to describe RAG
ChatGPT responds technically
But... you can ask ChatGPT to respond as Seinfeld
Results: https://ai-techwriter.com/talks/ai_the_docs
Challenges for AI
- Ragging on RAG
- Cosine-ing similarities
- Noshing on a Neural Network
- Privacy and customer secrets
https://slides.com/mike-1/ai-the-docs
Review: Cosine similarities
Where two bits of data - point in the same general direction
-
Enhance accuracy and reliability of AI
- Facts from external sources
The Marvelous Mrs. Maisel
Compare paintings
Define cosine similarities
Promotional poster
Thousands of dimensions
Similarity Search
Cosine similarity
Source: Weaviate
Challenges for AI
- Ragging on RAG
- Cosine-ing similarities
- Noshing on a Neural Network
- Privacy and customer secrets
https://slides.com/mike-1/ai-the-docs
Review: Neural Network
- Program: decides like the human brain
- Uses processes that ...
- Identify phenomena
- Weigh options
- Make choices
- Uses processes that ...
Choose a meal
Source: Qdrant
Theory
Picky diners don't like anything
Cosine similarity: diners like something
Other options
- The cold start problem
- Big databases know nothing about you
Hallucinations
ChatGPT and Seinfeld
Food discovery model
https://food-discovery.qdrant.tech/
Source: Qdrant. Pizza: CC0
Challenges for AI
- Ragging on RAG
- Cosine-ing similarities
- Noshing on a Neural Network
- Privacy and customer secrets
https://slides.com/mike-1/ai-the-docs
Source: PCMag
Data leakage?
Context stuffing?
Tool: Context Stuffing
CC0
Add data to the LLM
Better result
Lessons Learned
Learn about AI with humor
Find relatable examples
Too much dense content
The challenge: read hard to read stuff
https://slides.com/mike-1/ai-the-docs
Lessons Learned
Use cases
Check for hallucination s
Ask <your favorite comedy guru> to help
Enjoy!
I need a job
Portland Oregon area
Expertise: Identity Management, Security, DevOps
Built new docs from scratch
and AI
ai-techwriter.com
Thanks!
slides.com/mike-1/ai-the-docs
ai-techwriter.com
Questions
Helping AI hallucinate: it's a whole new language!
By Mike
Helping AI hallucinate: it's a whole new language!
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