Yokohama Soei University

Development of the Japanese version of the Manchester short assessment of quality of life (MANSA) among people with self-reported severe mental illness

The Manchester Short Assessment of Quality of Life (MANSA) is a quality-of-life (QOL) instrument developed for people with mental illness. This study aimed to develop a Japanese version of the MANSA for people with severe mental illness (SMI) and examine associations between indi...

Sovereign Tensor Architecture: A Unified Open Standard for Zero-Copy Storage, Declarative Execution, and Cryptographic Provenance in Distributed AI

The rapid proliferation of large neural networks has exposed severe fragmentation in model distribution, execution contracts, and supply-chain verification. Existing weight container formats require multi-file parsing, runtime CPU memory re-alignment, and out-of-band lexical toke...