Public research status · Development lane
Exact where it matters.
Events, states, timestamps, and missing values remain exact. Continuous numeric rails may be marked done only after independent review confirms microscopic differences cannot change behavior.
Current research focus
Four outputs, exact-bar target.
Loading active research evidence…
Clock finding
Next action
Indicator ledger
Delivery status, output by output
Active work appears first. Exact and independently approved numerical outputs count as done.
108-output contract
The plot rail
Each cell is one protected output. Select a cell to jump to its indicator.
Scoring discipline
Metrics match output density.
- 01 Headline exact-bar F1 for sparse event outputs.
- 02 Headline row agreement for dense states and continuous rails.
- 03 Require exact timestamps; keep precision, recall, misses, and extras visible.