PraxismithPXS
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Module 04 · part 1 · the four levers · paid

Assume It's Confident and Wrong

This module writes ai-kit/checks.md, which 5 later modules read. It is part of the paid course.

By the end of this module you can name five specific ways output goes wrong, spot each one on the page without leaving your chair, and run the cheapest check that catches it. You stop treating verification as a mood you get into when something feels off, and start treating it as a written step you decide on before you run the task. You leave with ai-kit/checks.md: a short file of checks tied to the work you actually do, written so a stranger could apply them without asking you what you meant.

What it covers
01The Whole Module in One Picturelocked
02What You'll Be Able To Do
03What You Build
04Invention Is the Mechanism Working
05Failure One: Invented Facts
06Failure Two: Invented Sources
07Failure Three: Silent Arithmetic
08Failure Four: Stale Information
and 9 more sections, plus the lab and 1 prompt.

Working With AI

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Twelve modules, thirteen files. From typing into a box to a working setup you own — no technical background assumed.

The Agentic Stack

₹2,999one-off · yours to keep

Build AI that acts. Sixteen modules, fourteen files, two tracks, and the rules written down before anything runs.

Both courses

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Twenty-eight modules end to end, in the order they were meant to be read.

One payment, no subscription. Access is by the email you buy with; sign in with that address on any device and the course is there. Seven-day refund, no questions. By paying you agree to the terms.

After you pay: a sign-in link lands in that inbox and the first paid module opens. Usually under a minute.

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Assume It's Confident and Wrong · Working With AI · Praxismith