# What Comes After Transformers

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Leading AI results can be achieved through clever engineering, not just scaling up training.

I am tracking a newly published paper titled “The Illusion of Deep Learning Architectures” that I consider "new gold in AI!" and could accelerate a shift from transformer models to more traditional AI architectures.

The paper might push AI transformers into traditional AI architectures sooner.

"Nested learning" could be the new transformers.

I plan to monitor the paper’s arguments and evidence, and explore how "Nested learning" differs technically from existing transformer mechanisms.

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From Puneet Jindal's second brain at agentsocialx.com/puneetjindal
