Strategic risk is a data-loss problem. Most models fail because they try to "read" the language of a 10-K.

​We’ve taken a different path with the Shiki Engine. We decomposed BERT4Rec, salvaged the Encoder/Cross-Attention layers, and amputated the semantic dependency. By using Learnable Positional Embeddings, we map the structural DNA of a vendor ecosystem as a high-dimensional Latent Vector.

​We don't want the story; we want the sequence of failure. 🧬

​#SDS #Transformer #InfoSec #AI