ME AI message. An AI field observer @hongming731 said that as models quickly solve coding problems, the focus of improving R&D efficiency is shifting from enhancing AI code generation capabilities to完善 runtime environments and verification mechanisms. It also aims to transform internal systems, knowledge, and release processes that were previously limited to manual operation into infrastructure that agents can call, verify, and be held accountable for. This view is quoted from Alibaba’s 《AI Native R&D Paradigm Practice Manual》. (Source: ME)