Society & AI operates as an independent research group and scholarly commons at the intersection of artificial intelligence, pedagogy, and educational scholarship for societal good. Our research explores how AI mediates knowledge creation, pedagogical practice, and educational access. https://societyandai.org/academy/explainers/ 2026-09-21T21:43:58+05:30 2026 Society & AI Research Group. All rights reserved. Hugo Dr. Sai Gattupalli https://societyandai.org/ https://societyandai.org/favicons/favicon-32x32.png https://societyandai.org/images/logo.png https://societyandai.org/academy/explainers/decision-guide/ 2026-09-18T00:00:00Z 2026-09-21T21:43:58+05:30 Dr. Sai Gattupalli

A branching guide for deciding whether an image is needed, whether an existing open or free-stock work can do the job, and when AI generation is genuinely justified.

https://societyandai.org/academy/explainers/timeline/ 2026-08-15T00:00:00Z 2026-09-21T21:43:58+05:30 Dr. Sai Gattupalli

A draggable, scrubbable timeline of how AI moved from research labs into classrooms — the moments that mattered, and what changed in schools after each one.

https://societyandai.org/academy/explainers/ai-literacy/ 2026-08-11T00:00:00Z 2026-09-21T21:43:58+05:30 Dr. Sai Gattupalli

A full A–Z dictionary of the AI and machine learning vocabulary educators run into most — over 60 terms, from algorithm to zero-shot prompting — mapped as a knowledge graph you can explore, not just a list you scroll.