Super-Turing AI is revolutionary because training and memory happen in the same place within the computer's hardware

https://techxplore.com/news/2025-03-super-turing-ai-energy-mimicking.html

"mimics human brain's synaptic plasticity where new circuits form/ alter existing ones at same locations that store/ retrieve information... no backpropagation, which is not biologically plausible and is computationally intensive... utilized Hebbian learning (cells that fire together, wire together), spike-timing-dependent plasticity... faster, more efficient, uses less energy than traditional AI"