Transaction Details
SuccessPayment
Details
Type
Payment
Result
tesSUCCESS
Timestamp
2 months ago (2/13/2026, 6:11:21 AM)
Fee
0.00001 XRP
Position
#35 in ledger
Amount
0.000001 XRP
Memo
presentation of the new object, and then the object is determined via relative geometric relations in the embedding space, but whether it solidifies into a new object requires verification through search and reward. RL tends to reward shortcuts that can complete reasoning, which may lead to the training process ignoring the inherent topological relations inside subgraphs. Therefore, we may need to let the neural network possess some fixed algorithms, using subgraph interfaces and their internal structures to reason, forcing the neural network to perform self-supervised parameter updates based on subgraph structures.We should not just use a de-embedding matrix, nor merely judge ``the credibility that the next word is a certain word,'' but should simultaneously introduce a structure query mechanism. Using a method similar to a query matrix, we inquire about existing or potential objects: ``In the current semantics, what are the respective