Large language models (LLMs) are a type of artificial intelligence (AI) that can mimic human intelligence. They use statistical models to analyze vast amounts of data, learning the patterns and combinations of words and phrases.

I recently searched “what is the future of LLMs” on This statement jumped out at me:

One potential future for LLMs is the development of more specialized models for specific industries or domains”.

This is from a blog on, authored by Konstantinos Chatzitheodorou.

Potential?” “Future?
Konstantinos, we at Access Innovations agree 100%… only we’ve been doing it for years for our clients.

Large Language Model -> Focused Language Model -> Your Language Model

I think the nice folks at Pangeanic have the right idea. Access Innovations has been building focused language models (FLMs) and customized language models (YLMs) (custom built for YOU and/or YOUR organization) since 1997.

Data Harmony is our patented, award-winning, AI suite that leverages explainable AI for efficient, innovative, and precise semantic discovery of your new and emerging concepts. We help you find the information you need when you need it.

If nothing else, we can surely help you find a calendar.

Heather Kotula
VP, Marketing and Communications
Access Innovations, Inc.