I initially asked ChatGPT various questions but found its answers unsatisfactory, so I used it infrequently for almost a year and was not very proactive in engaging with it during that time. About a year after the launch of the ChatGPT service, it seemed that the developers were monitoring its performance and working on improving its reasoning capabilities. Recently, as I have been using ChatGPT or Microsoft CoPilot, I’ve noticed that they now provide responses and reasoning capabilities that meet my expectations to a certain degree.
I believe that the foundation of implementing a system like ChatGPT lies in training it on the languages of the world’s ten major countries. Regarding English, I understand that U.S. big tech companies have identified tokenization and embedding as key technologies, and they encourage developers to use their APIs to build such functionality. Being Korean, I naturally invested considerable effort into understanding the implementation of tokenization and embedding for the Korean language, and I successfully acquired the detailed know-how for their implementation.
Over the past three years, I have focused on acquiring the foundational model design techniques for GPT-3. I have now succeeded in mastering the details of foundational model design. Additionally, I spent over a year analyzing how to customize GPT-3-based foundational models for developing Korean-English translation services. I am proud to say that I have successfully understood the intricate details necessary for such customization.
I would like the opportunity to discuss these topics with Korean conglomerates and U.S. big tech companies. Understanding such know-how is simple once you grasp it, but infinitely challenging if you do not.
Currently, I have yet to present Proof of Concept (PoC) verification results for the areas of deep learning I mentioned. This is because, as an individual, I lack the financial resources to do so. However, I firmly believe that in terms of foundational model design for GPT-3, my technological expertise rivals that of U.S. big tech and Korean conglomerates. That is why I am sharing this message.
Deep Network CEO / SeokWeon Jang / sayhi7@daum.net