How AI works
Simple models for data, patterns, outputs, and the limits of automated systems.
Active materials
The SetuAI Textbook Initiative
SetuAI builds practical, classroom-ready AI literacy materials and keeps improving them through review and implementation.
A durable learning resource, built carefully.
SetuAI develops and reviews the textbook as a practical learning resource. The process includes manuscript review, human-centered design, accessibility checks, source and image review, a clear correction process, and ongoing feedback from educators and partners.
Ask about the initiativeTopics under consideration.
These are core learning themes in active review and iteration, shaped by classroom use, educator feedback, and practical implementation.
Using AI thoughtfully
Prompts, verification, attribution, creativity, and keeping a learner's own thinking visible.
Safety and judgment
Privacy, bias, synthetic media, misinformation, adult support, and knowing when to pause.
How we build classroom-ready learning materials.
- 01
01 · Defined & Developed
We established the learning goals, intended age groups, scope, sources, and practical format before developing the materials.
- 02
02 · Reviewed & Tested
The materials were reviewed for educational quality, accessibility, safeguarding, accuracy, and clarity, with feedback incorporated throughout the process.
- 03
03 · Validated for Use
The completed materials were checked against their intended learning outcomes and reviewed to ensure they are practical, age-appropriate, and ready for implementation.
- 04
04 · Released & Updated
The approved version is now available for use. We document releases, continue gathering feedback, and update the materials as we learn.