Last modified at 2024/08/29 18:20 PDT .

Random Notes

What people are saying about the rise of AI

Take one example about the impacts to artists:

... If this continues, human made art, and the skills associated, will eventually no longer exist. Once this happens, AI image generators will no longer improve as well as machine learning will not have new data to train on, thus repeating the same styles and images over and over again.

Actually, the machines likely continue to learn from previously AI-generated contents, create new combinations of styles and images, that cycle can go forever as the number of combinations are mathematically unlimited.

So, without human artists and human musicians, next generation of children will absorb algorithm-generated arts and music, along with AI-generated children's books, and later on, in school age, be taught by AI tutors. In other words, Today, we (human) provide data to train AI; in the future, AI will train human.

For other public comments on the advancement of AI, check out my summary page from subset of NTIA RFC's public submissions.

Change the way we search

With traditional search process, users type in a question, a search engine would return some URLs, the users would have to click through and read several URL-referenced pages, as the right answers might not be in the first URL, not even in any particular single page, the information could be scattered in several web pages.

When GPT-3 first came out, I saw an opportunity to use LLM to retrieve and read these search engine URLs, find relevant information, and compose answers based on them – this completes the last mile of the user search journey, by providing direct answers to users’ questions.

My experiment project (below video) worked as expected, effectively used LLM to interact with users, at the same time, avoided GPT-3 knowledge cutoff date, and to some extent, avoided hallucinations.

There are many such products coming out since then, such as Perplexity (an answer engine), all major search engines also have AI generated answers.

More to come....