What I do not understand in the above aricle is when you make the transition form RNN encoder-decoder to FFNN encoder-decoder.

The RNN version can in principle work with arbitrary length (in tokens) input.

The FFNN seems to be restricted to a specific length of input, as there is no feedback loop.

Is my understanding correct? Can you explain this more in the article?