Rhythm Is All You Need – Goodbye Transformers Rhythm Is the Final Piece

I believe rhythm is the next paradigm in AI.

Not just for vision — but for perception, memory, and even consciousness.

I've proposed a new theory: "Rhythm is All You Need" — a framework where patterns over time, not static inputs, form the basis of meaning.

From multisensory integration to object recognition, I've found that shared temporal rhythm explains more than embeddings or attention ever could.

No training, no weights — just motion over time.

It works. Demos already show unsupervised object separation, using nothing but rhythm.

This may sound fringe today. But so did attention once.

The rhythm wave is coming.