2.1. Introduction to the Evolution of AI Hardware

Try these first

1. 1.

   What does AI hardware include?

   Hint

   Think about the physical parts required for computing.

2. 2.

   When did neural networks start emerging?

   Hint

   This was a time when computers began to evolve significantly.

3. 3.

   What does TPU stand for?

   • Tensor Performance Unit
   • Tensor Processing Unit
   • Technology Processing Unit

   Hint

   Think about the purpose of the unit.

4. 4.

   True or False: GPUs were originally designed for AI tasks.

   • True
   • False

   Hint

   Consider their original role before adapting to AI.

5. 5.

   Discuss how limited processing power in the 1950s affected the capabilities of AI systems and research growth. How would this compare to the computational power available today?

   Hint

   Focus on the impact of processing power on research capabilities.

6. 6.

   Analyze the role of specialized hardware (TPUs, FPGAs, ASICs) in enhancing AI applications. Provide examples of how each type is utilized in practice.

   Hint

   Link the hardware type to its primary use case.