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Jurassic-X: Crossing the neuro-symbolic chasm with the MRKL system

Blog post from AI21 Labs

Post Details
Company
Date Published
Author
-
Word Count
295
Company Posts That Month
1
Language
English
Hacker News Points
6
Summary

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.

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