I don't understand what you're saying. People have been been training up transformers in the goal of "achieving agi". Transformers have been getting better as they've been trained up. Nobody has stopped doing this.
Nobody has any knowledge of the "magic number" of size and data before "AGI" so people train increasingly large models.
Bigger models are in the process of being trained. They will continue to be until they no longer get better.