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Campus Foundations

Age 18 · Python, AI foundations & first portfolio · 13 chapters

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Self-paced Campus track for learners after Class 12 — beginner friendly, portfolio focused.

Chapter 1 of 13 14 min

AI foundations & history

Story

Aanya and Vihaan reach a new challenge: "AI foundations & history". Think about from chess to chatgpt.

Pixel beeps: "Don't just read about it — let's learn by DOING. Try the demo below! "

The idea

What changed. AI moved from rule-based 'expert systems' to data-driven machine learning, and recently to large language models. Knowing this arc helps you place every new tool in context.

Narrow vs general AI. Today's AI is narrow — superb at specific tasks but not generally intelligent. Hype often blurs this; clear thinking is your edge.

Indian-life example — From chess to ChatGPT

Early AI beat chess with hand-coded rules; modern AI learns from data at scale. Same field, very different methods.

Interactive demo — do it yourself
Pixel · Step 1 of 4

Tap an example, then tap the box where it belongs: did the AI LEARN it, or is it a FIXED rule?

AI learned (0)
Fixed rule (0)
Practice — your turn

Today's AI is mostly…

Recap
  • What changed
  • Narrow vs general AI
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Finish the demo and practice above to continue.