Impact

Artificial Intelligence: Concepts, Methods, and Real-World Impact Artificial intelligence helps machines perform tasks that usually require human thinking. It blends math, data, and software design. People use AI to recognize patterns, make predictions, translate language, or guide tools. This article explains core ideas, common methods, and how AI shows up in daily life. Core concepts At heart, AI depends on data, models, and learning. Data are examples that reflect the world. A model is a set of rules that turns data into useful output. Learning means adjusting those rules so predictions improve over time. ...

EdTech Product Design for Impact Good EdTech starts with people, not screens. EdTech product design for impact means choosing learning goals first, then shaping tools that help teachers and students reach those goals. It is not enough to add flashy features; the product must work in different schools, survive low bandwidth, and protect student data. When teams focus on real outcomes—reading gains, higher engagement, or better collaboration—the design becomes a reliable partner in learning. ...