Append-only public record

Locked picks & SHA-256 proof

Official picks appear here with their UTC commitment time and hash. Editing a published article later does not change the original commitment.

No audited-era picks yet

This is deliberate. Historical recommendations were created before the immutable commitment system existed, so they are not retroactively presented as audited predictions.

Browse the legacy research archive

Follow every AI experiment

Get the next AI result before it becomes hindsight

Receive newly locked AI selections, benchmark comparisons and the complete winner-and-loser update. The original results stay visible as the experiment evolves.