How big is the difference between what is written in many AI papers and its real code?
Writing research papers and actual programming are indeed two different fields of knowledge, although they can be complementary. Here's an overview of the differences and the gap between what's written in many AI papers and the actual code:
Gap Between Papers and Code:The gap between what's written in many AI papers and the actual code can vary widely. Several factors contribute to this gap:
It's worth noting that efforts are being made to bridge the gap between AI research papers and code. Some conferences and journals encourage authors to publish code alongside their papers, and open-source communities play a crucial role in creating accessible implementations of research.
Overall, while writing papers and programming are distinct skill sets, they are interconnected in the field of AI research, where practical implementations often validate and extend theoretical findings. AI tools, including GPT-3, can assist in generating code or summaries of research papers, further bridging the gap between these two domains.
- Badges
- Science topic