Curriculum Preview
This is a preview of the full program: the 4-part spine, a sample bias entry, a sample strategy entry, and the Klesha Mandala that ties everything together. Enroll to unlock all 15 lessons.
Each part builds on the last. You start with observation, move through the biases, learn the overrides, then map your own patterns.
Part 1 · 2 Lessons
Why blindspots exist and why they are fixable. You learn the observation stance that makes the rest of the program work.
Part 2 · 7 Lessons
The core learning body. Each bias is defined, trapped, mapped to a real AI failure, connected to its root cause, and paired with a one-line shortcut.
Part 3 · 4 Lessons
Override layer. Each strategy is connected to the bias clusters it interrupts, so you know exactly when to use it.
Part 4 · 2 Lessons
Personalization layer. You diagnose your dominant bias clusters and connect them to the specific strategies that override them.
Every bias in Part 2 follows this exact format. Here is Bias #1 so you can see the depth and structure.
Definition
We overweight immediate incentives and punishments, distorting evaluation of long-term outcomes.
The Trap
You optimize for the metric that gives fast feedback instead of the outcome that matters most.
AI Manifestation
You accept the first AI output that "looks right" because fixing it feels like punishment, even when you know it needs another pass.
Root Cause (Klesha)
Raga — attachment to pleasure. The desire for the quick win overrides your critical eye.
Shortcut
"Before I accept this, what would I change if I had to iterate once more?"
Litmus Test
If removing the time pressure would change your evaluation, the bias is active.
Every strategy in Part 3 follows this format. Here is Strategy #1.
Principle
Instead of asking "How do I succeed?", ask "What would guarantee failure?" Then avoid those things.
AI Application
Before finalizing a prompt, ask: "What would make this prompt produce the worst possible output?" Use that answer to add constraints.
Biases This Overrides
#1 Reward/Punishment Super-Response, #5 Excessive Self-Regard, #24 Reason-Respecting. Forces you to examine what you are not seeing.
28 biases. 11 strategies. One personal map. $99 for lifetime access.