Public research status · Development lane
Exact where it matters.
Discrete progress uses exact-bar F1—never near-bar credit. Parity still means 100% F1, zero misses, and zero extras on every side. Continuous rails need independently reviewed numerical equivalence or exact identity.
Current research focus
Macro and Arrow exact-bar parity.
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Key finding
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Indicator ledger
Delivery status, output by output
Active work appears first. Discrete outputs rank by exact-bar F1; only exact or 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
F1 measures progress. Exactness closes the task.
- 01 Headline exact-bar F1 for every discrete output with TP/FN/FP.
- 02 Keep precision, recall, misses, extras, and both sides visible.
- 03 Call parity only at 100% F1 with zero same-bar misses and extras.