Jurassic-X: Crossing the neuro-symbolic chasm with the MRKL system
The text discusses a multi-expert problem involving green energy companies, where data is fetched from Wiki API, last month dates are extracted from the calendar, and share prices are retrieved from a database. The largest increase in share prices is computed using a calculator, and the answer is formatted by a language model. The text also mentions challenges in implementing multi-expert knowledge learning (MRKL) systems, such as training discrete experts, interfacing with neural networks, routing among modules, and avoiding model explosion. It highlights the advantages of Jurassic-X, including its ability to read and update databases using free language, enabling users to analyze information they possess and join multiple databases.
Company
AI21 Labs
Date published
April 9, 2022
Author(s)
-
Word count
295
Language
English
Hacker News points
6