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Next Step Labs / R&D

We test our own ideas rigorously, and report what actually happens

Labs is Next Step Labs' research arm. We publish our methodology, our process for catching false positives, and the honest status of every hypothesis we test, including the ones that didn't work.

Signal & project status

A running, honest record of what we've tested.

Weather markets

Did not hold under power testing

Tested

MLB sports markets

Collapsed after small-sample promise faded

Tested

Multiple LLM prompting approaches

No consistent edge across variants

Tested

NOAA forecast overlays

No signal beyond baseline

Tested

Fed economic data overlays

No signal beyond baseline

Tested

Commodities, specific calibration

Unresolved, no capital at risk yet

Live forward-test

Want the detail behind any of these?

Each test has a full writeup — methodology, data, and what we concluded. Request the one you're interested in.

Request research results

Research notes

Methodology

How we kill a bad hypothesis before it costs anything

Bootstrap confidence intervals, cluster-adjusted testing, and why most early "edges" are noise.

Live research

Inside the commodities forward-test

An unresolved signal, tracked in real time, with no capital at risk until it's proven.

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No spam. Occasional dispatches when there's something honest to report.

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