New AI Speaks Two Languages at Once and Just Might Crack AGI

Nucleoid uses an intermediate language as a bridge between Neural Networks and Symbolic Systems. The intermediate language plays a critical role in uniting the two paradigms. This hybrid approach is pivotal for advancing AGI.

Hello everyone! 👋

Over the past few months, we've been working on ARC benchmark as a part of our Neuro-Symbolic AI project that we’ve been able to achieve some promising results, and it feels incredible to see our approach—combining symbolic reasoning with neural network capabilities—making meaningful progress.

Nucleoid (aka nuc) adopts a Neuro-Symbolic AI architecture but introduces a novel twist: the intermediate language as a universal bridge between Neural Networks and Symbolic Systems.

The intermediate language plays a critical role in uniting the two paradigms. Based on our findings, the nuc lang helps Neural Networks to abstract patterns, which ...