# Exploration vs Exploitation A fundamental tradeoff in decision-making between: - **Exploration**: Trying new things, gathering information, discovering opportunities - **Exploitation**: Using what you already know works, optimizing known strategies Too much exploration leads to never capitalizing on what you learn. Too much exploitation leads to missing better opportunities and getting stuck in local optima. The optimal balance depends on context: - **High exploration** when: starting out, environment is changing rapidly, time horizon is long, current results are poor - **High exploitation** when: time is limited, current approach works well, costs of experimentation are high This tradeoff appears everywhere: - Career choices (stick with current job vs. explore new opportunities) - Learning (deepen existing skills vs. acquire new ones) - Business (optimize current products vs. innovate new ones) - Relationships (invest in existing connections vs. meet new people) The [[New Now Next]] framework relates to this: "new" often represents exploration, while "now" and "next" involve exploitation of known paths. ## References - ## Related - [[New Now Next]] - [[Decision Making]] - [[Strategy]] - [[Opportunity Cost]]