Measured results.
Boundaries included.
A publication-safe Kaggle gold roadmap with controlled experiments, owned products, npm packages, public repositories, Clay capability evidence, and hash-locked rules and forum review receipts. Every target keeps its evidence class and the proof still required.
Reading rule: a public leaderboard score is adaptive evidence, a top-1% score is a planning proxy rather than an official medal cutoff, forum metadata is not a full-post review, and the presence of a checkpoint is not proof that a capability works.
Evidence explorer
Choose a lane, search it, then open a row for links, limitations, and required proof.
Loading publication-safe records…
Publication policy
The page is generated from the same governed export used by the local Kaggle Operations Hub.
- No local paths, credentials, private data, or attack payloads.
- Missing scores stay missing rather than becoming zero.
Waiting for the evidence timestamp.