Evidence / dated export / claim boundaries

Measured results. Boundaries included.

Search the publication-safe record of competitions, controlled experiments, public software, research reviews, and Clay capability checks. Every row keeps its evidence class, date, limitation, and the proof still required.

Active roadmap lanes
Research review blocks
Published competition records
Verified public npm packages
Public repositories
Capability records

Snapshot notice: this export was observed on July 25, 2026. It is an integrity-checked historical snapshot, not live operational state; rows beyond their stated TTL should be read as stale even when an older source label says “active” or “current.”

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.

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Publication policy

The page is generated from the same governed export used by the local Kaggle Operations Hub.

Waiting for the evidence timestamp.