Map of Leading AI Companies

Lesson goals

• Labs such as OpenAI, Google DeepMind, and Anthropic
• Microsoft, Amazon, and Google cloud platforms
• NVIDIA and AMD computing

Core idea

Model labs, cloud providers, chip makers, and application companies.

1. Labs such as OpenAI, Google DeepMind, and Anthropic: understand it in context, identify inputs and outputs, and define how the result will be verified.

2. Microsoft, Amazon, and Google cloud platforms: understand it in context, identify inputs and outputs, and define how the result will be verified.

3. NVIDIA and AMD computing: understand it in context, identify inputs and outputs, and define how the result will be verified.

Practical example

Consider a real application of “Map of Leading AI Companies.” Start small, identify available data, and compare the system with a clear baseline before expanding it.

Check your understanding

1. Explain “Map of Leading AI Companies” in your own words.
2. Give one appropriate and one misleading application.
3. What risk or limitation should be monitored?