L1
Honest Take — Before You Begin
This is the module I feel most conflicted about writing, and the one I think matters most.
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Course · 2 lessons
~100 hr
Intermediate
AI for Justice, Democracy, and Human Dignity
The final and most important module. Everything you learned — math, ML, deep learning, LLMs — is a tool. This module asks: whose hands hold the tool, and who gets cut by it? Understand how AI perpetuates caste discrimination, racial injustice, judicial corruption, and authoritarian control. Then learn how AI can be turned around to fight for justice, democracy, and human dignity.
reading · we frame, you read MIT or the canonical
taught · we author, no canonical fits
↺ spirals back to earlier lessons
Course locked
Complete Shock & Awe — AI That Will Blow Your Mind first.
This course unlocks once you've finished its prerequisite. Open prerequisite →
2 lessons. Read in order; spiral back when you need to. By the end you'll have used the core ideas twice — once on the abstract, once on something you'll meet at work next week.