Learn CAIN PathCorrection: from zero to expert, then sell it
No AI background needed. Five levels, each with something to actually do, at your own pace. Tick items as you go (your ticks stay in this browser).
Evidence, proof and selling tools for CAIN PathCorrection
Level 1 Beginner: understand it
PathCorrection watches an agent's recent steps for drift: repeated tool loops and wandering away from its goal. When drift passes the tolerance it injects an anchor reminding the agent of its goal and constraints.
Think of it like this: A sat-nav saying 'you've passed this roundabout five times'.
Read the full plain-English explanation: CAIN PathCorrection, explained.
Level 2 User: see it work
Run it live: open the live demo. Before each result, guess what will happen. These are checks it must pass:
- Read the report, write the summary: On track.
- The same web search, 7 and 8 times: A loop: steering required.
Level 3 Verifier: prove it yourself
This is the skill that sets you apart: you don't have to believe us, and neither do your customers.
- Install Python 3 if you don't have it (python.org/downloads).
- Download the kit and unzip it.
- Open a terminal in that folder. On Windows, click the folder's address bar, type
cmdand press Enter. On a Mac, right-click the folder and choose New Terminal at Folder. - Run
python3 verify.py(on Windows,python verify.py). It checks the seal without the internet. - Run
python3 verify.py --live. It repeats every check from your own computer. - Try to cheat it: open
transcript.jsonin a text editor, change one character, save, and runpython3 verify.pyagain. It must now say FAIL. Unzip a fresh copy afterward.
Level 4 Expert: know the edges
An expert knows what a product does not do, and says it first. That is what makes a buyer trust you.
- It scores the steps you send; it does not watch the agent.
- The anchor is a message; whether the agent follows it is up to the agent.
- The card's 'nonlinear MPC' wording describes the scoring method; the result is a drift score and a message.
You can say
- Loops and drift are flagged with a correction.
Never say
- "Unbreakable" or "stops every attack".
Read the questions real buyers send, with honest answers: answers to buyer questions.
Test yourself (click a question to see the answer)
Same search eight times?
Steering required.
Does it force the agent?
No.
In the live check "The same web search, 7 and 8 times", what answer must come back, and why?
true. A loop: steering required.
Does a passing kit prove the product is safe for every possible input?
No. It proves what the live product answered to the inputs listed in the kit, and lets anyone check that again.
Has an independent party audited or certified this product?
No. No third-party audit is complete and no certification is held. Say so if asked.
Want a formal study path? The CAIN Academy has courses and exams. Finishing this page is your own practice; it is not a qualification or certification.
Level 5 Seller: put it in front of a customer
- Copy, paste, send: the shortest route, no technical skill needed.
- Who buys it and where to find them.
- The sales conversation, then the offer and the close.
- The rules: read these before your first message.
- Selling tools with this product's evidence built in: pitch, emails, call script, objection answers, one-pager.
About money: your share is agreed in writing with FIRME AI CORPORATION before your first message (email vincent@firmeai.com). Nothing here promises income. Most messages get no reply; that is normal.