Manufacturing Technology

Factories create massive amounts of data from IoT sensors, MES, SCADA, quality systems, supply chain, maintenance, and others. Yet most organizations can’t turn it into decisions fast enough. The result is reactive firefighting and AI pilots that stall. The Unified Manufacturing Data Architecture (UMDA) is a practical framework built for industry, not adapted from IT. It shows you how to handle real-time streams, integrate legacy systems, enforce security, and scale AI across sites.

Until recently, propaganda was a top-down, elite-only system of communication control used largely by state actors. Today, as Samuel Woolley argues, social media has democratized propaganda, allowing nearly anyone to launch a fairly sophisticated, computationally enhanced, propaganda campaign. Woolley shows how social media, with its anonymity and capacity for automation, allows political groups to create the illusion of popularity through computational tools.