Your question is Fine-Tuning vs Training From Scratch. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Discuss the challenges of fine-tuning pre-trained models versus training from scratch in a cloud-native environment.