Jon Rumsey

An online markdown blog and knowledge repository.

Project maintained by nojronatron Hosted on GitHub Pages — Theme by mattgraham

Notes About ChatGPT and Language Learning Models

Host: Luigi Iacobellis: Trainer, YouTube Content Creator.

Topic: Write, Code, and Brainstorm using ChatGPT.

Designed to simulate human conversation.

Built by OpenAI
Public release Nov 2022
Text-only
Premium version (paid subscription) features better performance, newer models, priority access, expanded character/word input limitation

How to use?

How does ChatGPT word?

Language Models
Model: "Generative Pre-Trained Transformer" GPT
Go to OpenAI website for more details
Natural Language Processing: Breaks down input, analyzes them, then generates a response based on contexts

Reinforcement Learning:

Limitations?

Responses will be limited to information based on when training ended and nothing newer
May produce biased responses
May produce incorrect information

Access ChatGPT: chat.openai.com (an account is required)

Send a Message input field: Where to enter prompts and queries.

Usage is predicated on inputing a prompt. A Stop button is available, and the chat session can be saved.

Use Cases:

Social Content Creation: Webinar or Event descriptions.
Brainstorming: Coming up with ideas or refining existing ideas into an actionable plan. Dinner ideas based on ingredients on-hand or types of food.
Help Summarize Information: Supply diverse information and ask ChatGPT for a synthesis or summary.
Analyze quantitative information: Paste a prompt with table-data (CSV etc) and ask for a summary, to get a narrative based on analysis of the data.
Provide solutions specific to applications e.g. Excel to get a usable formula to use in your own spreadsheet without divulging any data from the table.
Transcription Summary: Paste transcription into the query and ask for a summary. Note: There might be a limitation to the number of characters (possibly 500 words or 4000 characters).

Developed a partnership with OpenAI to incorporate ChatGPT into various products.

Edge:

Click Bing icon then seelct Chat | Compose | Insights
Chat: Chat-bot style interaction within the Edge browser w/ responses direct from OpenAI free-tier Chat-GPT.
Compose: Ask for support writing a message. Tone and style can be selected to fit a response for the purpose.
Insights: Was not demoed.

When writing prompts, be more specific. More information in prompts to get better responses.
OpenAI has a Discord Server where feedback can be submitted.
Filler-text can be added into a query, and ChatGPT will skip over it and use the given context to generate a response.
Group your questions in similar threads. Similarly, split longer and more complex prompts into multiple queries for more effective results.
Trust but verify! Review output carefully.
Provide as much detail into the prompt so the deep analysis on word matches will result in a better response.
Tell ChatGPT to provide additional information, or use 'Regenerate Response' to get an alternative response.