Part 5/9:
Breakthrough with Imitation Learning
The speaker highlights the significance of imitation learning, especially the advent of InstructGPT. Initially, models were simply autocorrect-style predictions—autocomplete models trained on vast datasets. The breakthrough was realizing that fine-tuning these pre-trained models on conversational data drastically improved their responsiveness, making them behave like interactive assistants without losing their foundational knowledge.