Every label, every model, every rule, documented in the open.
Everything published here runs on the same fixed vocabulary: four models, six structure states, three rating bands and one scoring policy. The Academy documents all of it, free and outside the paywall. A method you cannot inspect is a method you are being asked to take on trust, and nobody should have to do that.
There are no tips here and no conclusions. It is how the work is put together, which is why every other page on this site reads differently once you have been through it.
How the four models work
Machine learning, neural, trend and regime. What each one reads, where each one goes blind, and why the disagreement between them is the useful part.
Open →CONSTRUCTIONHow the portfolio is built
The three-of-four rule, equal risk contribution, the caps, the weekly rebuild and the daily exit check. Four stages, in order, with the reason for each.
Open →SCORINGHow the work is scored
Publish locks, resolution rules, what counts as a hit, and how simulated and live are kept apart. All of it declared in advance and applied without exception.
Open →CHARTSReading the labels
The six structure states, Uptrend, Range, Pullback, Rebound, Breakdown, Downtrend, the risk qualifiers and the three rating bands, with real examples.
Open →MACROThe macro framework
How rates, the dollar and liquidity set the season the models are trading in, and why that changes what a signal is worth. It reads the season, and it never predicts one.
Open →THE GUIDEThe inception guide
The full construction note behind the launch: the models, the combination analysis, the backtests per portfolio, the costs assumed and the pitfalls.
Open →Everything above is free and stays free. A structured cohort course is on the roadmap, join the Letter to hear when it opens.
Every guide published
The written guides, newest first, all open and none of them behind a form. Each one takes a single idea the rest of the site assumes you know and explains it properly.
Everything the Academy describes is running right now, and you can watch it work.
The guides explain the vocabulary. The pages below are the vocabulary in use: the four models reading every name each morning, the portfolio they build, and the record saying afterwards what came of it. All of it is documented in the open, so nothing here asks you to take a claim on trust.
Published for information and education. It is not personalised advice, not a managed account, and not a recommendation to buy or sell any security. Capital is at risk, and past and simulated performance tell you nothing certain about the future.