Announcing Copula AI: Best-in-class Q&A on Expert Domains

I am announcing Copula AI LLC, the formation of my LLM venture! The vision of the new company is to deliver best-in-class Q&A on expert domains. Visit the company homepage at https://www.copula.ai .

In the past couple of months, I worked with an ENT surgeon Cai Long to launch https://www.chatent.net—a generative AI-enabled state-of-the-art Q&A service for otolaryngology—and, a prominent bankruptcy attorney in New York to launch https://www.chatlaw.us, to fetch answers from relevant case law for practicing bankruptcy lawyers' legal questions.

The approach so far has been to marry a domain expert's data curation with carefully applied LLM engineering. This includes diligent accounting for the idiosyncrasies of the domain. For example, doctors often use acronyms (e.g. AOM, for acute otitis media) that off-the-shelf LLM word embedding models do not capture adequately, and lawyers like formal case citations in the answers. You'll find the ChatENT and ChatLaw address these respecitve issues.

I'm currently focused on expanding and marketing ChatLaw, which had a soft launch just two weeks ago. We've got extremely positive reviews from lawyer friends. I am looking to put it in front of rank-and-file bankruptcy attorneys who would likely have use of it on a daily basis.

Re: klavier, my former co-founder (who likes being private) and I split in late April. It took some amount of working together to figure out a lack in alignment. In the past couple of months, I've been working with Benjamin Zipes, who's signed on as an intern. We rewrote an improved version of klavier and deployed it at https://free.copula.ai . (Yes, we worked on and launched three different sites in the last couple of months.)

If you'd like to work with me on ChatLaw or some other AI-enabled knowledge-retrieval application, please get in touch. Wishing you the best in your career pursuits.