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

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

CC BY-SA 4.0 and fair use

Promotional poster

Thousands of dimensions

CC BY-SA 4.0 and fair use

Similarity Search

Cosine similarity

Source: Weaviate

Challenges for AI

Ragging on RAG
Cosine-ing similarities
Noshing on a Neural Network
Privacy and customer secrets

CC BY-SA 4.0

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

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!

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!

Link to Oracle post