1.3. Key Drivers Behind AI Circuit Design

Try these first

1. 1.

   What is the main reason for using GPUs in AI applications?

   Hint

   Remember the importance of processing multiple operations simultaneously.

2. 2.

   Define latency in the context of AI circuits.

   Hint

   Think about how delays can impact real-time systems.

3. 3.

   What does 'computational power' refer to in AI?

   • The amount of data a circuit can store
   • The ability to process data quickly
   • Cost of hardware

   Hint

   Think about speed and efficiency.

4. 4.

   True or False: Energy efficiency is not crucial for AI systems.

   • True
   • False

   Hint

   Consider endless operation of AI systems.

5. 5.

   Design an AI circuit to process data for a self-driving car. Consider the balance between computational power, energy efficiency, real-time processing, and scalability.

   Hint

   Think about each requirement and how to fulfill it with specific technologies.

6. 6.

   Analyze a scenario where an AI system lacks energy efficiency. What potential issues could arise, and how might this impact its real-time processing capabilities?

   Hint

   Consider the broader consequences of inefficiencies in any tech system.