X @Avi Chawla

Performance Improvement - The challenge is to accelerate the token generation speed of a GPT model from 100 tokens in 42 seconds, aiming for a 5x improvement [1] Interview Scenario - The scenario involves an AI Engineer interview at OpenAI, highlighting the importance of understanding optimization techniques beyond simply allocating more GPUs [1]