MXT ALGOS is built on one conviction: in efficient markets, most apparent edges are noise, luck, or bugs. The work is telling the difference — and being honest about it.
Everything starts as a hypothesis and stays one until the evidence forces a verdict. The kill bar is set before a test runs, not after the numbers come back. When a result disagrees with an independent check, the claim is assumed wrong until proven otherwise.
That discipline is unglamorous. It kills far more ideas than it keeps. But the ones that survive have earned the name on them — and you get to see the whole file, not just the highlight reel.
A good story about why a trade should work is worthless without data that survives an honest test.
No sugar-coating. If a tool's edge is fading or lives in one regime, the record says so plainly.
If a second, independent build can't reproduce it, it doesn't count yet — no matter how good the curve looks.
Questions about a tool or model, a request for a sample validation record, or a research collaboration — reach out directly.
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