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

https://slides.com/mike-1/ai-the-docs

Fair use

Fair use

Challenges for AI

1. Ragging on RAG
2. Cosine-ing similarities
3. Noshing on a Neural Network
4. 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

Seinfeld promotional image

Image source: Pinecone

Jump In!

Docs with humor

Challenges for AI

1. Ragging on RAG
2. Cosine-ing similarities
3. Noshing on a Neural Network
4. 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

CC BY-SA 4.0 and fair use

Promotional poster

CC BY-SA 4.0 and fair use

Cosine similarity

Source: Weaviate

Challenges for AI

1. Ragging on RAG
2. Cosine-ing similarities
3. Noshing on a Neural Network
4. 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

• The cold start problem
  • Big databases know nothing about you

Hallucinations

ChatGPT and Seinfeld

Food discovery model

Source: Qdrant. Pizza: CC0

Challenges for AI

1. Ragging on RAG
2. Cosine-ing similarities
3. Noshing on a Neural Network
4. Privacy and customer secrets

https://slides.com/mike-1/ai-the-docs

Source: PCMag

Tool: Context Stuffing

CC0