Henrique Mattos 2023-11-10 14:34
Businesses and developers alike have been struggling with Artificial
Intelligence for more
than half a century, trying to find use-cases and concrete applications,
while
respecting
user experience and user's safety. In the last 6 months, OpenAI made a
disfavor to the
ecosystem. Users now think they know what AI is, and how to use it. While
businesses
need
to introduce AI to their portfolio of products and services.
There are 2 fundamental flaws in the new concept of AI used by common/open Large Language Models (LLM):
- The data they use is common sense, general domain. It's history and facts available on the internet.
- Most of the applications that use them are based on Machine Learning (ML) concepts, like unsupervised learning and reinforcement.
Businesses trying to instill AI in their portfolio need to understand that they need both data and a purpose. Artificial Intelligence is not only about problem-solving, it's about creativity in problem-solving.