I used to ask why the state takes years to build a bridge and why a legal loophole doesn't just get patched. I was thinking like a developer. It turns out the slowness is doing something. https://t.co/odBriVmJ1w
When organizations deploy shared tools across multiple departments and projects, data boundaries become one of the first operational questions to address.
PrivOS handles this at the architecture level by scoping MCP app deployment to individual rooms, so each app's data context is confined entirely to the room where it is installed.
The HRM app stays in the HR room; each Content Hub holds only its own project's data.
Keep the information separate across departments.
#DataSovereignty #EnterpriseAI
@orhanince11@rauchg depends on whether those evals share a distribution. if they're all pulling from similar vulnerability datasets the model could still look strong without real generalization ๐ค
@cir608@SakpalShankar@stevechenning@cir608 Itโs not just about load. Itโs about the workflow layer. You canโt have AI agents running wild without a governance engine. Thatโs ServiceNow.
Important developments unfolding in Rojava & across Kurdistan. โ๐ฝ Staying informed about the region's ongoing political & humanitarian situation is vital. #Kurdistan#Rojava#KurdishNews