Your argument is wrong or miscommunicated. The AI itself can figure only some of the halting problem results, not all, plus it can make a mistake. It is not an oracle.
Recursive neural networks are not necessarily halting when executed in arbitrary precision arithmetic.
Recursive neural networks are not necessarily halting when executed in arbitrary precision arithmetic.