Part 6/8:
Interestingly, the diffusion approach does not only offer speed—it's also potentially more capable in terms of reasoning and correctness. Because it can access a broader context as it generates responses from noise, it appears better equipped to create coherent and contextually valid outputs.
The continual refinement process enhances reasoning capabilities and allows for controlled generation. Users can tailor requests to yield specific styles or types of output, thus improving the overall utility in diverse applications.