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Concurrently with "JEPA" (https://openreview.net/pdf?id=BZ5a1r-kVsf), I wrote a very similar (pre-print) paper on *Grand Unification Theory of AI (GUT-AI)*, which is a kind of superset of JEPA, if anyone is interested.
I actually made the effort to abstract away complicated mathematics, so that the reader finds it easier to understand, since the quest of AI is a multidisciplinary approach. In my view, I also made better connections to nature (Embedded and Grounded Cognition), among others.
I have published it on OSF and since it as a pre-print, I welcome feedback either there or here. Thanks.
Paper: https://doi.org/10.31219/osf.io/sjrkh
*PS.* I also made some Github repositories (CC0 1.0 license) expanding the paper and bridging the gap towards practical implementation.
- https://github.com/GUT-AI/gut-ai