LLM literacy for every girl, everywhere

A simple, offline-first learning hub that teaches AI and Large Language Models through motivating stories and hands-on activities—no internet required after first visit.

Works on low-end phones and shared computers. Content is cached for offline use.

Inspiring stories

Short, true-to-life stories to spark confidence and curiosity.

Asha builds a question bot

Asha lives in a small village where the library opens once a week. She loves to ask questions. With her teacher’s help, she learns that a “language model” is a tool that can read and generate text. Asha writes simple prompts like “Explain photosynthesis in two lines.” Soon, she teaches others how good questions lead to good answers.

Lesson: Good prompts are clear, short, and kind.

Maryam translates for her grandpa

Maryam’s grandpa speaks only their local language. She discovers that LLMs can help translate and simplify messages. She practices by rewriting medicine instructions in simple words. Now, her family understands better and trusts her new skills.

Lesson: LLMs can simplify and translate, but humans decide what to do.

Sita the fact-checker

Sita learns that LLMs can make mistakes. When she reads an answer, she checks with a book or an adult. She starts a “verify before share” club at school. Her friends learn to ask “How do you know?”—including asking the model to explain its steps.

Lesson: Verify with trusted sources. Think before sharing.

Learn LLM basics

What is an LLM?

  • A computer program trained to read and write text.
  • It guesses the next word using patterns it learned from lots of text.
  • It does not have feelings or real-world experience.

Prompts

  • A prompt is how you ask a model for help.
  • Be clear about what you want and who it’s for.
  • Give constraints: length, tone, language, examples.

Safety & ethics

  • Don’t share private info (names, phone, address).
  • Check facts. Models can be wrong or biased.
  • Be kind. Use AI to help, not to harm.

Try it (no internet)

Practice writing prompts on paper in pairs. Swap and “be the model” for your friend by answering their prompt clearly and kindly.

Offline activities

  1. Prompt Mad-Libs: Fill blanks to make a clear prompt. Example: “Explain [topic] in [2-3] lines for a [12-year-old] in [Hindi].”
  2. Paper Sorting: Mix cards like “Audience”, “Tone”, “Length”, “Language”. Sort them to design a strong prompt.
  3. Fact-Checking Relay: Teams get an answer card with one mistake. Find and fix it using a book or a teacher.
  4. Translate & Simplify: Take a complex paragraph and rewrite it in simple local language.

Facilitator guide

  • Start with a story to build confidence. Invite personal reflections.
  • Use group activities and rotate roles: reader, writer, checker, presenter.
  • Celebrate questions. Model respectful disagreement and verification.
  • Keep sessions 20–30 minutes. End with a “one-sentence takeaway.”
Low-tech setup tips
  • Charge one shared device; others use paper.
  • Open this site once to cache it offline, then switch to airplane mode.
  • Print the activities section for fully offline use.
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This site does not collect personal data. Some pages may reference public datasets and open-source models for educational purposes only.