# Ultimate Guide To Learning About AI (GPT)

> My ultimate, ongoing guide to what I'm learning about AI and GPT.

Source: https://curiouslychase.com/posts/ultimate-guide-to-learning-about-ai-gpt/

This is an ultimate guide to learning about AI (GPT) because it's up to date with what I'm learning!

# AutoGPT
AutoGPT is an autonomous GPT-4 experiment, meaning it leverages [](#autonomous-agents) along with OpenAI's GPT-4 to handle an AI workload.

It chains together LLM "thoughts" to achieve the goal at hand.

# LLamaIndex
[LlamaIndex](https://gpt-index.readthedocs.io/en/latest/index.html) is a central interface for you to connect your LLM with external data.

This is a tool that will be useful for knowledge management and reasoning.

The goal of something like LlamaIndex is to provide _in-context_ learning based on the input prompt, where the input prompt can be data that's been ingested and indexed.

# Autonomous Agents
"Autonomous agents can be seen as the future of advanced chatbots. **_While ChatGPT is good at doing simple, text-based tasks, the new chatbots will have more control._** They will be able to act independently with little help from humans."

This means autonomous agents will take a single prompt and start to determine what it should do without your guidance (although you can give it guidance and input).

The main difference between this and a chatbot like ChatGPT is that it can take a simple task and go off on its own and figure out where to go.

## Resources
- [The Rise of Autonomous Agents: Preparing for the AI Revolution](https://autogpt.net/the-rise-of-autonomous-agents-preparing-for-the-ai-revolution/)

# Ethics and the Future

## Resources 
- [# Will A.I. Become the New McKinsey? As it’s currently imagined, the technology promises to concentrate wealth and disempower workers. Is an alternative possible?](https://www.newyorker.com/science/annals-of-artificial-intelligence/will-ai-become-the-new-mckinsey) (shared by my co-worker [Ariel](https://twitter.com/ariel_n)

# Terms
- What is a Token?
- Context
- GPT
- Machine Learning
- Embedding
- Vector Database