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kaalam

Hi there,

This is kaalam, the authors of the Jazz platform.

Some links from 2023 on recent research

A new paper summarizing the whole vision was presented in AAAI Spring Symposium EDGeS 2023 in April 23.

What is jazz

  • The main project is Jazz, to build lifelong learning systems in C++.

  • Jazz is a lightweight AI platform.

  • The final goal is generating code automatically leveraging on human-written code. We have a proof of concept.

  • The science making this possible is Formal Fields.

  • An easier introduction can be found in slides.

  • The whole PoC implementation in Python applied to the ARC challenge can be found in JazzARC

The Tangle: A Connected Dataset of English Grammar and Curated Text

Our recent deliveries are

  • The Tangle 0.6.1 Big update including Wikipedia update to 2022/12/31 Same usage procedure Jazz TNG 0.5.3

  • The Tangle 0.5.3 The first version of "The Tangle: A Connected Dataset of English Grammar and Curated Text" on Jazz TNG 0.5.3

  • Jazz 0.5.2 - Some API enhancements to simplify usage.

  • Jazz 0.5.1 - The first complete Jazz platform with every Block type, Container, communication channel and server 100% complete.

Our current challenges are

  • Building a community! We need help.

  • Releasing Jazz 0.6.1. The first C++ implementation of Formal Fields

  • Combining multiple Formal Fields in a lifelong learning system. (PoC and paper in preparation)

kaalam.ai's Projects

jazzarc icon jazzarc

Proof of Concept Code Generation using Formal Fields applied to the ARC Challenge

mercury-reels icon mercury-reels

Reels is a library for analyzing sequences of events from transactional data to predict when related target events may occur in the future.

mercury-settrie icon mercury-settrie

A Python 3 library developed in C++ that enables efficient storage and querying of sets of sets. It can be used to perform fast document search. Uses the Settrie algorithm: https://osebje.famnit.upr.si/~savnik/papers/cdares13.pdf

tng-data-wikipedia icon tng-data-wikipedia

A chunk of The Tangle containing a processed download of the complete English Wikipedia 2024-01-01

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