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
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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 hallucinations
Ask <your favorite comedy guru> to help
Enjoy!
Thanks!
slides.com/mike-1/ai-the-docs
ai-techwriter.com
Questions
Challenges for AI
- Ragging on RAG
- Cosine-ing similarities
- Noshing on a Neural Network
- Letting the LLaMA into your life
LLaMA
I'm autoregressive!
I predict the future!
Definitions
Large Language Model Meta AI
LLaMA and the Chatbot
Let the LLaMA(2) into your life
Qdrant
Generative AI Chatbot
RAG, LangChain
Streamlit
Let's chat!
Copy of Helping AI hallucinate: it's a whole new language!
By Mike
