# social (x-social.org) People use social to mean human connection. They want to talk, share, feel seen, or belong to a group. It is about mood and relationship, not systems or structure. ## What a model may hear - social network graph (computer science and data science): treat people as nodes and relationships as edges to analyze influence, spread, or clustering - social media platform (web development and product management): assume features like feeds, likes, shares, followers, and content moderation - social engineering attack (cybersecurity): flag requests as possible manipulation tactics to extract information or access - social choice theory (economics and political science): apply voting systems, fairness constraints, or preference aggregation to group decisions - social determinants of health (public health and epidemiology): incorporate income, education, housing, and community context into health predictions ## Where people and models part ways - Says: "I need to be more social" Means: I want to spend time with friends or meet new people May be taken as: The model may suggest optimizing social media engagement metrics or building a personal brand Say instead: "I want to spend more time with friends in person or have deeper conversations" - Says: "Make it social" Means: Add ways for people to interact and feel connected May be taken as: The model may add login systems, friend lists, and public feeds by default Say instead: "Add ways for people to see each other and respond directly, like replies or small groups" - Says: "Social factors are at play" Means: Relationships and group dynamics matter here May be taken as: The model may import sociological variables or network analysis without asking Say instead: "The relationships between the people involved matter more than their individual traits" - Says: "It is a social problem" Means: People are struggling to get along or feel isolated May be taken as: The model may model it as a game theory problem or policy optimization Say instead: "People are not connecting well and feel lonely or left out" ## Tips - Say people, friends, or community instead of social when you mean warmth and closeness - Specify the size and depth of interaction you want, like one-on-one or small group - Mention privacy level explicitly, since social often triggers public sharing features - If you do not want metrics or gamification, say so directly - Distinguish online from in-person, since social defaults to digital platforms for models ## Often confused with - societal: broader, about culture and institutions, not personal relationships - sociable: describes a person who enjoys company, not a system or goal - socialized: past tense of training or integrating into a group, often medical or organizational - socialism: an economic and political system, unrelated to friendship - societal: about large-scale structures, not individual connection - networking: instrumental, goal-oriented contact, often professional