Who makes this
One person's judgment, checked by a machine gate. Everything below is on file elsewhere on the site — this page just says who and how.
Everything on this site — the labels, the receipts, the refusals — stays free to read. The names below chipped in anyway. That's the whole deal: no paywall bought, none sold.
The wall starts with the first name.
Names are added on purchase and come off automatically on refund — the wall is read straight from the order ledger, like every other number here.Chip in →
Every verified number passed through one set of human eyes: Juyoung Kim. Measured against seeded gold: two-touch confirmed 10/10 on the holloway sweep — measured undercount ~8.8% (global estimate 11–15%). Single-annotator truth is a limit — it's disclosed on every page it touches.
Every pack is rebuilt behind a byte-identical regression gate: Topuria's frozen sheet is replayed and asserted equal to the last accepted build, and the canonical event stream is checked byte-for-byte against its reference — any drift blocks the build (PASS). Each pack is SHA-pinned (pack-v3, engine hash in the manifest), so the numbers you read trace to an exact, reproducible compile — see the methodology for the full convention set.
- comparisons — v1 limitation — single-fighter queries only
- predictions matchmaking — out of scope by design — we report measured tendencies, never outcomes
- clinch ground — capture-blocked — corpus is standup-scoped (single broadcast feed)
- landed machine claims — landed/missed carries ~no machine signal at current capture; human labels only
- fine subtype beyond vocab — vocab v1.1 boundary (e.g. no spinning/switch variants)